mkdir -p failed for path /.config/matplotlib: [Errno 13] Permission denied: '/.config'
Matplotlib created a temporary cache directory at /tmp/matplotlib-mglf4y2g because there was an issue with the default path (/.config/matplotlib); it is highly recommended to set the MPLCONFIGDIR environment variable to a writable directory, in particular to speed up the import of Matplotlib and to better support multiprocessing.
2026-06-03 04:31:23,144 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Load count data for processing
2026-06-03 04:31:43,057 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Data loaded
2026-06-03 04:31:43,063 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Find low probe mask, low sample mask, and 2D outlier mask. Autosomes only.
2026-06-03 04:31:43,161 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 0, outliers: 1396152
2026-06-03 04:31:48,551 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 1, outliers: 1048154
2026-06-03 04:31:53,215 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 2, outliers: 89363
2026-06-03 04:31:57,856 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 3, outliers: 33722
2026-06-03 04:32:02,558 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 4, outliers: 16915
2026-06-03 04:32:07,230 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 5, outliers: 8816
2026-06-03 04:32:11,912 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 6, outliers: 5082
2026-06-03 04:32:16,772 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 7, outliers: 3029
2026-06-03 04:32:21,589 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 8, outliers: 1803
2026-06-03 04:32:26,321 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 9, outliers: 1080
2026-06-03 04:32:30,988 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 10, outliers: 669
2026-06-03 04:32:35,686 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 11, outliers: 422
2026-06-03 04:32:40,508 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 12, outliers: 263
2026-06-03 04:32:45,329 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 13, outliers: 139
2026-06-03 04:32:50,103 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 14, outliers: 75
2026-06-03 04:32:54,782 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 15, outliers: 35
2026-06-03 04:32:59,469 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 16, outliers: 23
2026-06-03 04:33:04,110 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 17, outliers: 10
2026-06-03 04:33:08,792 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 18, outliers: 2
2026-06-03 04:33:13,461 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 19, outliers: 1
2026-06-03 04:33:18,179 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 20, outliers: 0
2026-06-03 04:33:22,865 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Masks obtained
2026-06-03 04:33:22,865 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Correct counts based on melting temperature
2026-06-03 04:33:27,052 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Corrected counts obtained
2026-06-03 04:33:27,058 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Refind masks with melting-temperature corrected counts. Autosomes only.
2026-06-03 04:33:27,164 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 0, outliers: 1396152
2026-06-03 04:33:32,926 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 1, outliers: 1030996
2026-06-03 04:33:37,997 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 2, outliers: 88285
2026-06-03 04:33:43,112 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 3, outliers: 33636
2026-06-03 04:33:48,226 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 4, outliers: 16681
2026-06-03 04:33:53,294 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 5, outliers: 8888
2026-06-03 04:33:58,387 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 6, outliers: 5181
2026-06-03 04:34:03,409 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 7, outliers: 2960
2026-06-03 04:34:08,486 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 8, outliers: 1796
2026-06-03 04:34:13,581 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 9, outliers: 1115
2026-06-03 04:34:18,636 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 10, outliers: 705
2026-06-03 04:34:23,824 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 11, outliers: 410
2026-06-03 04:34:28,946 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 12, outliers: 199
2026-06-03 04:34:34,175 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 13, outliers: 116
2026-06-03 04:34:39,450 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 14, outliers: 76
2026-06-03 04:34:44,677 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 15, outliers: 42
2026-06-03 04:34:49,749 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 16, outliers: 44
2026-06-03 04:34:54,780 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 17, outliers: 34
2026-06-03 04:34:59,883 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 18, outliers: 21
2026-06-03 04:35:04,983 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 19, outliers: 5
2026-06-03 04:35:10,407 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 20, outliers: 2
2026-06-03 04:35:15,606 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 21, outliers: 1
2026-06-03 04:35:20,785 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 22, outliers: 2
2026-06-03 04:35:25,990 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 23, outliers: 1
2026-06-03 04:35:31,195 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 24, outliers: 1
2026-06-03 04:35:36,272 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Masks obtained, from melting-temperature corrected counts
2026-06-03 04:35:36,273 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Redo melting-temperature correction with new masks
2026-06-03 04:36:15,048 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Corrected counts obtained, using second round of masks
2026-06-03 04:36:15,049 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Get effective sample size per probe from covariance of nearby probes, autosomes
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-211.549892578116726 > -214.307291103564069). You may want to try with a higher value of support_fraction (current value: 0.638).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-269.491889349809128 > -272.038448851341059). You may want to try with a higher value of support_fraction (current value: 0.638).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-269.491889349809128 > -271.727015367223146). You may want to try with a higher value of support_fraction (current value: 0.638).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-238.654610438525651 > -239.273494528412044). You may want to try with a higher value of support_fraction (current value: 0.638).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-211.549892578116726 > -214.307291103564069). You may want to try with a higher value of support_fraction (current value: 0.638).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-269.491889349809128 > -272.038448851341059). You may want to try with a higher value of support_fraction (current value: 0.638).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-269.491889349809128 > -271.727015367223146). You may want to try with a higher value of support_fraction (current value: 0.638).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-238.654610438525651 > -239.273494528412044). You may want to try with a higher value of support_fraction (current value: 0.638).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-238.705738911345918 > -268.466420109218632). You may want to try with a higher value of support_fraction (current value: 0.638).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-237.806196495230012 > -238.509850370089225). You may want to try with a higher value of support_fraction (current value: 0.638).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-238.705738911345918 > -268.466420109218632). You may want to try with a higher value of support_fraction (current value: 0.638).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-237.806196495230012 > -238.509850370089225). You may want to try with a higher value of support_fraction (current value: 0.638).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-238.705738911345918 > -268.466420109218632). You may want to try with a higher value of support_fraction (current value: 0.638).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-237.806196495230012 > -238.509850370089225). You may want to try with a higher value of support_fraction (current value: 0.638).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-194.881316127429130 > -196.835479253718830). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-199.985260175732691 > -200.159104845816643). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-174.400867622948851 > -174.582211852375991). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-167.408309217300655 > -169.022746119907339). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-176.915459399521893 > -177.048854318359474). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-194.881316127429130 > -196.835479253718830). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-199.985260175732691 > -200.159104845816643). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-174.400867622948851 > -174.582211852375991). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-167.408309217300655 > -169.022746119907339). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-176.915459399521893 > -177.048854318359474). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-164.091263769625868 > -165.857749197549253). You may want to try with a higher value of support_fraction (current value: 0.676).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-159.824263992774718 > -160.705698237137710). You may want to try with a higher value of support_fraction (current value: 0.676).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-187.580564008942105 > -192.401342948735021). You may want to try with a higher value of support_fraction (current value: 0.676).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-162.904828963827669 > -163.126016206433803). You may want to try with a higher value of support_fraction (current value: 0.676).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-165.179225826249024 > -165.248698188726593). You may want to try with a higher value of support_fraction (current value: 0.676).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-162.853107334430035 > -165.703940868120071). You may want to try with a higher value of support_fraction (current value: 0.676).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-185.583841092001251 > -186.202533274862503). You may want to try with a higher value of support_fraction (current value: 0.676).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-187.697117844040321 > -188.893344110589226). You may want to try with a higher value of support_fraction (current value: 0.676).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-171.269795414973373 > -171.581277530575733). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-198.953057162152732 > -199.398431315651379). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-172.148534669895270 > -173.186082983061794). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-170.204914435605701 > -170.812337074914097). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-171.269795414973373 > -171.581277530575733). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-198.953057162152732 > -199.398431315651379). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-172.148534669895270 > -173.186082983061794). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-170.204914435605701 > -170.812337074914097). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-344.744128144065996 > -346.821712109636564). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-287.909707948445941 > -288.845591343997512). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-287.358956434977131 > -288.088241447598648). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-202.753603350179105 > -203.489430700490317). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-344.744128144065996 > -346.821712109636564). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-287.909707948445941 > -288.845591343997512). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-287.358956434977131 > -288.088241447598648). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-202.753603350179105 > -203.489430700490317). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-344.744128144065996 > -346.821712109636564). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-287.909707948445941 > -288.845591343997512). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-287.358956434977131 > -288.088241447598648). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-202.753603350179105 > -203.489430700490317). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-331.908353413876398 > -332.224468583930900). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-298.043669669217422 > -299.878112240763755). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-330.802880972961361 > -336.530790685876298). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-299.159863725210812 > -300.354255987016529). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-331.334776214945634 > -333.210519336947016). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-376.218914571699315 > -384.302155651505757). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-352.122912053055870 > -353.528585097938219). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-383.091914044467330 > -383.151607322238590). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-436.372030960934978 > -438.578855275264175). You may want to try with a higher value of support_fraction (current value: 0.711).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-428.153808167842044 > -432.023978067856831). You may want to try with a higher value of support_fraction (current value: 0.711).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-399.046836963278736 > -400.569755329540499). You may want to try with a higher value of support_fraction (current value: 0.711).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-397.871716009206466 > -400.272222897949803). You may want to try with a higher value of support_fraction (current value: 0.711).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-422.410403334593127 > -426.724010320458831). You may want to try with a higher value of support_fraction (current value: 0.711).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-397.335574196216839 > -400.593598025060146). You may want to try with a higher value of support_fraction (current value: 0.711).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-402.027291540507463 > -405.446841657195932). You may want to try with a higher value of support_fraction (current value: 0.711).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-400.579269208776623 > -400.994584137010804). You may want to try with a higher value of support_fraction (current value: 0.711).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-436.372030960934978 > -438.578855275264175). You may want to try with a higher value of support_fraction (current value: 0.711).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-428.153808167842044 > -432.023978067856831). You may want to try with a higher value of support_fraction (current value: 0.711).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-399.046836963278736 > -400.569755329540499). You may want to try with a higher value of support_fraction (current value: 0.711).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-397.871716009206466 > -400.272222897949803). You may want to try with a higher value of support_fraction (current value: 0.711).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-422.410403334593127 > -426.724010320458831). You may want to try with a higher value of support_fraction (current value: 0.711).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-397.335574196216839 > -400.593598025060146). You may want to try with a higher value of support_fraction (current value: 0.711).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-402.027291540507463 > -405.446841657195932). You may want to try with a higher value of support_fraction (current value: 0.711).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-400.579269208776623 > -400.994584137010804). You may want to try with a higher value of support_fraction (current value: 0.711).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-398.824974428749272 > -400.629140261529187). You may want to try with a higher value of support_fraction (current value: 0.711).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-431.674308734871147 > -433.322196277194109). You may want to try with a higher value of support_fraction (current value: 0.711).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-393.224369905449748 > -395.014940756432793). You may want to try with a higher value of support_fraction (current value: 0.711).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-398.824974428749272 > -400.629140261529187). You may want to try with a higher value of support_fraction (current value: 0.711).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-431.674308734871147 > -433.322196277194109). You may want to try with a higher value of support_fraction (current value: 0.711).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-393.224369905449748 > -395.014940756432793). You may want to try with a higher value of support_fraction (current value: 0.711).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-398.824974428749272 > -400.629140261529187). You may want to try with a higher value of support_fraction (current value: 0.711).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-431.674308734871147 > -433.322196277194109). You may want to try with a higher value of support_fraction (current value: 0.711).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-393.224369905449748 > -395.014940756432793). You may want to try with a higher value of support_fraction (current value: 0.711).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-372.396591113727141 > -375.137756706273990). You may want to try with a higher value of support_fraction (current value: 0.682).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-370.099357352603477 > -373.067115773772855). You may want to try with a higher value of support_fraction (current value: 0.682).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-397.349278431450443 > -397.792715033390493). You may want to try with a higher value of support_fraction (current value: 0.682).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-372.396591113727141 > -375.137756706273990). You may want to try with a higher value of support_fraction (current value: 0.682).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-370.099357352603477 > -373.067115773772855). You may want to try with a higher value of support_fraction (current value: 0.682).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-397.349278431450443 > -397.792715033390493). You may want to try with a higher value of support_fraction (current value: 0.682).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-361.499125932525430 > -361.565728437919233). You may want to try with a higher value of support_fraction (current value: 0.659).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-362.972450701811113 > -363.753161715239628). You may want to try with a higher value of support_fraction (current value: 0.659).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-303.931163301523156 > -305.501945220631683). You may want to try with a higher value of support_fraction (current value: 0.659).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-391.318328639663093 > -392.078542788007951). You may want to try with a higher value of support_fraction (current value: 0.659).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-365.414799745166590 > -367.801185939357765). You may want to try with a higher value of support_fraction (current value: 0.659).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-364.872330670359645 > -364.960090981324925). You may want to try with a higher value of support_fraction (current value: 0.659).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-361.499125932525430 > -361.565728437919233). You may want to try with a higher value of support_fraction (current value: 0.659).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-362.972450701811113 > -363.753161715239628). You may want to try with a higher value of support_fraction (current value: 0.659).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-303.931163301523156 > -305.501945220631683). You may want to try with a higher value of support_fraction (current value: 0.659).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-391.318328639663093 > -392.078542788007951). You may want to try with a higher value of support_fraction (current value: 0.659).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-365.414799745166590 > -367.801185939357765). You may want to try with a higher value of support_fraction (current value: 0.659).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-364.872330670359645 > -364.960090981324925). You may want to try with a higher value of support_fraction (current value: 0.659).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-309.924365517082720 > -313.522672826505868). You may want to try with a higher value of support_fraction (current value: 0.636).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-309.924365517082720 > -310.244228847684894). You may want to try with a higher value of support_fraction (current value: 0.636).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-253.186351198311229 > -254.506123816125694). You may want to try with a higher value of support_fraction (current value: 0.636).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-309.924365517082720 > -313.522672826505868). You may want to try with a higher value of support_fraction (current value: 0.636).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-309.924365517082720 > -310.244228847684894). You may want to try with a higher value of support_fraction (current value: 0.636).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-253.186351198311229 > -254.506123816125694). You may want to try with a higher value of support_fraction (current value: 0.636).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-103.302459853464725 > -128.102637264886880). You may want to try with a higher value of support_fraction (current value: 0.600).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-103.501295444877854 > -127.283268252380580). You may want to try with a higher value of support_fraction (current value: 0.600).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-103.549683379433660 > -127.241664108066573). You may want to try with a higher value of support_fraction (current value: 0.600).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-103.403985120473479 > -128.312682169185535). You may want to try with a higher value of support_fraction (current value: 0.600).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-103.029713907400549 > -127.619027060614883). You may want to try with a higher value of support_fraction (current value: 0.600).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-171.311138743213519 > -195.533144089644537). You may want to try with a higher value of support_fraction (current value: 0.600).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-141.845573580533426 > -144.012299207212919). You may want to try with a higher value of support_fraction (current value: 0.547).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-141.845573580533426 > -144.012299207212919). You may want to try with a higher value of support_fraction (current value: 0.547).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-141.845573580533426 > -144.012299207212919). You may want to try with a higher value of support_fraction (current value: 0.547).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-141.845573580533426 > -144.012299207212919). You may want to try with a higher value of support_fraction (current value: 0.547).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-224.638264419601029 > -348.037168145995963). You may want to try with a higher value of support_fraction (current value: 0.594).
2026-06-03 04:36:30,662 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (20) compared to nearby probes (20) for probe 232492. MinCovDet requires more samples than features.
2026-06-03 04:36:30,663 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (20) compared to nearby probes (20) for probe 232493. MinCovDet requires more samples than features.
2026-06-03 04:36:30,663 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (20) compared to nearby probes (21) for probe 232494. MinCovDet requires more samples than features.
2026-06-03 04:36:30,663 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (20) compared to nearby probes (21) for probe 232495. MinCovDet requires more samples than features.
2026-06-03 04:36:30,664 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (20) compared to nearby probes (22) for probe 232496. MinCovDet requires more samples than features.
2026-06-03 04:36:30,664 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (20) compared to nearby probes (23) for probe 232497. MinCovDet requires more samples than features.
2026-06-03 04:36:30,665 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (20) compared to nearby probes (23) for probe 232498. MinCovDet requires more samples than features.
2026-06-03 04:36:30,665 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (20) compared to nearby probes (23) for probe 232499. MinCovDet requires more samples than features.
2026-06-03 04:36:30,665 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (20) compared to nearby probes (24) for probe 232500. MinCovDet requires more samples than features.
2026-06-03 04:36:30,666 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (20) compared to nearby probes (24) for probe 232501. MinCovDet requires more samples than features.
2026-06-03 04:36:30,666 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (24) for probe 232502. MinCovDet requires more samples than features.
2026-06-03 04:36:30,667 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (25) for probe 232503. MinCovDet requires more samples than features.
2026-06-03 04:36:30,667 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (26) for probe 232504. MinCovDet requires more samples than features.
2026-06-03 04:36:30,667 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (25) for probe 232505. MinCovDet requires more samples than features.
2026-06-03 04:36:30,668 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (25) for probe 232506. MinCovDet requires more samples than features.
2026-06-03 04:36:30,668 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (24) for probe 232507. MinCovDet requires more samples than features.
2026-06-03 04:36:30,668 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (23) for probe 232508. MinCovDet requires more samples than features.
2026-06-03 04:36:30,669 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (23) for probe 232509. MinCovDet requires more samples than features.
2026-06-03 04:36:30,669 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (22) for probe 232510. MinCovDet requires more samples than features.
2026-06-03 04:36:30,670 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (22) for probe 232511. MinCovDet requires more samples than features.
2026-06-03 04:36:30,670 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (20) for probe 232512. MinCovDet requires more samples than features.
2026-06-03 04:36:30,670 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (19) for probe 232513. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-339.342801629434746 > -339.449077561789068). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-338.130365227532423 > -339.952741011759997). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-338.227089653079645 > -339.202721962076112). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-339.342801629434746 > -339.449077561789068). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-338.130365227532423 > -339.952741011759997). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-338.227089653079645 > -339.202721962076112). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-290.600362830348899 > -292.501976819430297). You may want to try with a higher value of support_fraction (current value: 0.676).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-285.802568452422236 > -289.697887142205161). You may want to try with a higher value of support_fraction (current value: 0.676).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-290.600362830348899 > -292.501976819430297). You may want to try with a higher value of support_fraction (current value: 0.676).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-285.802568452422236 > -289.697887142205161). You may want to try with a higher value of support_fraction (current value: 0.676).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-290.600362830348899 > -292.501976819430297). You may want to try with a higher value of support_fraction (current value: 0.676).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-285.802568452422236 > -289.697887142205161). You may want to try with a higher value of support_fraction (current value: 0.676).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-290.600362830348899 > -292.501976819430297). You may want to try with a higher value of support_fraction (current value: 0.676).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-285.802568452422236 > -289.697887142205161). You may want to try with a higher value of support_fraction (current value: 0.676).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-338.531719293048297 > -339.281299682636700). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-335.905709764739640 > -336.495178083837743). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-336.222329816519789 > -337.192115917656110). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-338.130792505726220 > -340.003123947725044). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-335.351151674514767 > -340.213601034561520). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-337.982663880721532 > -337.990529144204686). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-340.261828131177481 > -341.624324402505351). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-380.348625551803536 > -380.408523348341248). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-375.955733825711775 > -375.989858661273615). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-378.075326428406129 > -378.246262398935073). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-378.061429599537348 > -381.293441739935076). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-376.151931108796362 > -376.826711603587569). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-382.905793681708928 > -385.573048547601047). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-388.067618990900598 > -389.001772196949275). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-383.302369352523783 > -384.632261381533908). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-387.015306205545016 > -387.973614872225198). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-388.623633708279556 > -389.091371044905372). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-386.576123264583657 > -388.564171505536933). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-387.127246732232948 > -388.725550097101859). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-382.905793681708928 > -385.573048547601047). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-388.067618990900598 > -389.001772196949275). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-383.302369352523783 > -384.632261381533908). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-387.015306205545016 > -387.973614872225198). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-388.623633708279556 > -389.091371044905372). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-386.576123264583657 > -388.564171505536933). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-387.127246732232948 > -388.725550097101859). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-382.905793681708928 > -385.573048547601047). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-388.067618990900598 > -389.001772196949275). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-383.302369352523783 > -384.632261381533908). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-387.015306205545016 > -387.973614872225198). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-388.623633708279556 > -389.091371044905372). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-386.576123264583657 > -388.564171505536933). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-387.127246732232948 > -388.725550097101859). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-239.523628363706791 > -240.574449988538021). You may want to try with a higher value of support_fraction (current value: 0.649).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-241.713692665536797 > -243.036361433321758). You may want to try with a higher value of support_fraction (current value: 0.649).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-241.713692665536797 > -243.036361433321758). You may want to try with a higher value of support_fraction (current value: 0.649).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-239.523628363706791 > -240.574449988538021). You may want to try with a higher value of support_fraction (current value: 0.649).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-241.713692665536797 > -243.036361433321758). You may want to try with a higher value of support_fraction (current value: 0.649).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-241.713692665536797 > -243.036361433321758). You may want to try with a higher value of support_fraction (current value: 0.649).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-229.492044862324803 > -231.916915573879550). You may want to try with a higher value of support_fraction (current value: 0.622).
2026-06-03 04:36:31,020 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (17) for probe 232549. MinCovDet requires more samples than features.
2026-06-03 04:36:31,020 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (17) for probe 232550. MinCovDet requires more samples than features.
2026-06-03 04:36:31,021 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (17) for probe 232551. MinCovDet requires more samples than features.
2026-06-03 04:36:31,021 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (17) for probe 232552. MinCovDet requires more samples than features.
2026-06-03 04:36:31,022 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (17) for probe 232553. MinCovDet requires more samples than features.
2026-06-03 04:36:31,022 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (17) for probe 232554. MinCovDet requires more samples than features.
2026-06-03 04:36:31,022 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (17) for probe 232555. MinCovDet requires more samples than features.
2026-06-03 04:36:31,023 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (17) for probe 232556. MinCovDet requires more samples than features.
2026-06-03 04:36:31,023 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (17) for probe 232557. MinCovDet requires more samples than features.
2026-06-03 04:36:31,023 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (19) for probe 232558. MinCovDet requires more samples than features.
2026-06-03 04:36:31,024 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (20) for probe 232559. MinCovDet requires more samples than features.
2026-06-03 04:36:31,024 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (19) for probe 232560. MinCovDet requires more samples than features.
2026-06-03 04:36:31,025 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (19) for probe 232561. MinCovDet requires more samples than features.
2026-06-03 04:36:31,025 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (20) for probe 232562. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-422.241947516714902 > -426.015151576676658). You may want to try with a higher value of support_fraction (current value: 0.763).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-418.356912854240136 > -418.865697476623041). You may want to try with a higher value of support_fraction (current value: 0.763).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-417.637210891888571 > -419.016528892602082). You may want to try with a higher value of support_fraction (current value: 0.763).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-424.576904771228214 > -425.399789266786513). You may want to try with a higher value of support_fraction (current value: 0.763).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-416.455015813006241 > -417.934875271524390). You may want to try with a higher value of support_fraction (current value: 0.763).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-422.241947516714902 > -426.015151576676658). You may want to try with a higher value of support_fraction (current value: 0.763).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-418.356912854240136 > -418.865697476623041). You may want to try with a higher value of support_fraction (current value: 0.763).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-417.637210891888571 > -419.016528892602082). You may want to try with a higher value of support_fraction (current value: 0.763).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-424.576904771228214 > -425.399789266786513). You may want to try with a higher value of support_fraction (current value: 0.763).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-416.455015813006241 > -417.934875271524390). You may want to try with a higher value of support_fraction (current value: 0.763).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-408.291186533568691 > -409.845060563448328). You may want to try with a higher value of support_fraction (current value: 0.737).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-407.332406333166034 > -408.115838180032995). You may want to try with a higher value of support_fraction (current value: 0.737).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-403.889907670376090 > -407.690147386305682). You may want to try with a higher value of support_fraction (current value: 0.737).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-359.201877225597343 > -359.807648808334932). You may want to try with a higher value of support_fraction (current value: 0.711).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-360.894973557427477 > -365.810995086294270). You may want to try with a higher value of support_fraction (current value: 0.711).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-371.040268598286389 > -371.872290716919906). You may want to try with a higher value of support_fraction (current value: 0.711).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-368.631263647711023 > -369.228315684217989). You may want to try with a higher value of support_fraction (current value: 0.711).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-359.201877225597343 > -359.807648808334932). You may want to try with a higher value of support_fraction (current value: 0.711).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-360.894973557427477 > -365.810995086294270). You may want to try with a higher value of support_fraction (current value: 0.711).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-371.040268598286389 > -371.872290716919906). You may want to try with a higher value of support_fraction (current value: 0.711).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-368.631263647711023 > -369.228315684217989). You may want to try with a higher value of support_fraction (current value: 0.711).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-322.853921959514935 > -323.050323726051829). You may want to try with a higher value of support_fraction (current value: 0.711).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-330.363002918955829 > -331.634433020604320). You may want to try with a higher value of support_fraction (current value: 0.711).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-318.681389057259253 > -320.299599587199623). You may want to try with a higher value of support_fraction (current value: 0.684).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-309.147394383576341 > -310.763911263369380). You may want to try with a higher value of support_fraction (current value: 0.684).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-318.778894732951869 > -321.212417816394066). You may want to try with a higher value of support_fraction (current value: 0.684).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-324.743868664973093 > -331.618853081599184). You may want to try with a higher value of support_fraction (current value: 0.711).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-365.442169275276456 > -367.178310462439867). You may want to try with a higher value of support_fraction (current value: 0.737).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-456.261877549414862 > -456.449381173895290). You may want to try with a higher value of support_fraction (current value: 0.763).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-453.202569956896411 > -454.533510317580863). You may want to try with a higher value of support_fraction (current value: 0.763).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-460.813071492123640 > -461.101283885767657). You may want to try with a higher value of support_fraction (current value: 0.763).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-464.619754864704930 > -466.421842317764629). You may want to try with a higher value of support_fraction (current value: 0.763).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-466.276478644506540 > -468.058271505838661). You may want to try with a higher value of support_fraction (current value: 0.763).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-456.309576517975358 > -457.453688668962968). You may want to try with a higher value of support_fraction (current value: 0.763).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-460.964821535541262 > -463.888850914840191). You may want to try with a higher value of support_fraction (current value: 0.789).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-505.790151580728093 > -509.411054332697802). You may want to try with a higher value of support_fraction (current value: 0.789).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-505.025482510268773 > -506.166562105530659). You may want to try with a higher value of support_fraction (current value: 0.789).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-500.490159857036531 > -500.860775832396939). You may want to try with a higher value of support_fraction (current value: 0.789).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-505.077941232618286 > -510.344147477066088). You may want to try with a higher value of support_fraction (current value: 0.789).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-503.469680329470521 > -506.893749394385566). You may want to try with a higher value of support_fraction (current value: 0.789).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-507.377243261018748 > -509.162147163708767). You may want to try with a higher value of support_fraction (current value: 0.789).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-505.790151580728093 > -509.411054332697802). You may want to try with a higher value of support_fraction (current value: 0.789).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-505.025482510268773 > -506.166562105530659). You may want to try with a higher value of support_fraction (current value: 0.789).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-500.490159857036531 > -500.860775832396939). You may want to try with a higher value of support_fraction (current value: 0.789).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-505.077941232618286 > -510.344147477066088). You may want to try with a higher value of support_fraction (current value: 0.789).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-503.469680329470521 > -506.893749394385566). You may want to try with a higher value of support_fraction (current value: 0.789).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-507.377243261018748 > -509.162147163708767). You may want to try with a higher value of support_fraction (current value: 0.789).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-362.539125588346508 > -363.461871986967367). You may want to try with a higher value of support_fraction (current value: 0.737).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-360.173326056407973 > -360.321900116379140). You may want to try with a higher value of support_fraction (current value: 0.711).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-366.214456425801927 > -367.334649305543905). You may want to try with a higher value of support_fraction (current value: 0.711).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-357.805477263357943 > -360.489354964720519). You may want to try with a higher value of support_fraction (current value: 0.711).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-365.784406512413284 > -369.372044220941007). You may want to try with a higher value of support_fraction (current value: 0.711).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-407.558580320618830 > -410.186089376676364). You may want to try with a higher value of support_fraction (current value: 0.737).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-413.962522497428438 > -415.985717479642744). You may want to try with a higher value of support_fraction (current value: 0.737).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-409.860008006063140 > -410.705459631997655). You may want to try with a higher value of support_fraction (current value: 0.737).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-411.004388244169718 > -412.016090833613589). You may want to try with a higher value of support_fraction (current value: 0.737).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-414.898540268056990 > -416.215390200313436). You may want to try with a higher value of support_fraction (current value: 0.737).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-402.884925606454431 > -403.025026897250314). You may want to try with a higher value of support_fraction (current value: 0.737).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-99.736496983605605 > -131.627588276179182). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-99.736496983605605 > -131.627588276179182). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-99.736496983605605 > -131.627588276179182). You may want to try with a higher value of support_fraction (current value: 0.578).
2026-06-03 04:36:31,265 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (17) compared to nearby probes (17) for probe 232585. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-99.736496983605605 > -131.627588276179182). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-99.736496983605605 > -131.627588276179182). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-99.736496983605605 > -131.627588276179182). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-99.736496983605605 > -131.627588276179182). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-99.736496983605605 > -131.627588276179182). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-99.736496983605605 > -131.627588276179182). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-322.446873535908935 > -464.913095967053152). You may want to try with a higher value of support_fraction (current value: 0.660).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-319.500167982335995 > -504.649215882690555). You may want to try with a higher value of support_fraction (current value: 0.660).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-346.128096282161550 > -465.213872451533916). You may want to try with a higher value of support_fraction (current value: 0.660).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-346.128096282161550 > -465.213872451533916). You may want to try with a higher value of support_fraction (current value: 0.660).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-322.446873535908935 > -464.913095967053152). You may want to try with a higher value of support_fraction (current value: 0.660).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-319.500167982335995 > -504.649215882690555). You may want to try with a higher value of support_fraction (current value: 0.660).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-346.128096282161550 > -465.213872451533916). You may want to try with a higher value of support_fraction (current value: 0.660).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-346.128096282161550 > -465.213872451533916). You may want to try with a higher value of support_fraction (current value: 0.660).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-237.514889126539373 > -385.647812924450761). You may want to try with a higher value of support_fraction (current value: 0.638).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-83.355095468094191 > -108.209921357738097). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-83.355095468094191 > -108.209921357738097). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-83.355095468094191 > -108.209921357738097). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-83.355095468094191 > -108.209921357738097). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-83.355095468094191 > -108.209921357738097). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-407.137296828546994 > -408.400729550869983). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-405.220973723113104 > -406.344625951023772). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-403.122721219856032 > -405.454319129706164). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-83.355095468094191 > -108.209921357738097). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-407.193540854296998 > -411.373409894942654). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-376.844799555483178 > -380.244771144709944). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-378.638118366559240 > -404.520680403988763). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-405.457302675387155 > -409.791222510034231). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-402.903074063070562 > -405.898516821545343). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-402.670422525491631 > -405.921440096300955). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-403.122721219856032 > -405.457302675387155). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-407.137296828546994 > -408.400729550869983). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-405.220973723113104 > -406.344625951023772). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-403.122721219856032 > -405.454319129706164). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-83.355095468094191 > -108.209921357738097). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-407.193540854296998 > -411.373409894942654). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-376.844799555483178 > -380.244771144709944). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-378.638118366559240 > -404.520680403988763). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-405.457302675387155 > -409.791222510034231). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-402.903074063070562 > -405.898516821545343). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-402.670422525491631 > -405.921440096300955). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-403.122721219856032 > -405.457302675387155). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-407.137296828546994 > -408.400729550869983). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-405.220973723113104 > -406.344625951023772). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-403.122721219856032 > -405.454319129706164). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-83.355095468094191 > -108.209921357738097). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-407.193540854296998 > -411.373409894942654). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-376.844799555483178 > -380.244771144709944). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-378.638118366559240 > -404.520680403988763). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-405.457302675387155 > -409.791222510034231). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-402.903074063070562 > -405.898516821545343). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-402.670422525491631 > -405.921440096300955). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-403.122721219856032 > -405.457302675387155). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-407.137296828546994 > -408.400729550869983). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-405.220973723113104 > -406.344625951023772). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-403.122721219856032 > -405.454319129706164). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-407.193540854296998 > -411.373409894942654). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-83.355095468094191 > -108.209921357738097). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-376.844799555483178 > -380.244771144709944). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-378.638118366559240 > -404.520680403988763). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-405.457302675387155 > -409.791222510034231). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-402.903074063070562 > -405.898516821545343). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-402.670422525491631 > -405.921440096300955). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-403.122721219856032 > -405.457302675387155). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-267.136068314829231 > -356.634538509628896). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-267.136068314829231 > -359.246281153117650). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-326.182863649844194 > -356.395652422052365). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-298.963685354770519 > -323.471644978070174). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-241.204859211438219 > -277.563974668263825). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-241.204859211438219 > -277.563974668263825). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-241.204859211438219 > -277.563974668263825). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-241.204859211438219 > -277.563974668263825). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-241.204859211438219 > -277.563974668263825). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-241.204859211438219 > -277.563974668263825). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-256.034937606187839 > -256.140009537694027). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-281.897998178762521 > -287.677511904199037). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-252.700776519893765 > -253.677431768008972). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-254.379002210838536 > -256.044808724395580). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-282.854653447578244 > -283.843740798701219). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-253.531269213048546 > -254.102536156122852). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-223.448813479839345 > -223.800479917229836). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-226.208899229768605 > -226.332213350620634). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-256.034937606187839 > -256.140009537694027). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-281.897998178762521 > -287.677511904199037). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-252.700776519893765 > -253.677431768008972). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-254.379002210838536 > -256.044808724395580). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-282.854653447578244 > -283.843740798701219). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-253.531269213048546 > -254.102536156122852). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-223.448813479839345 > -223.800479917229836). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-226.208899229768605 > -226.332213350620634). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-256.034937606187839 > -256.140009537694027). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-281.897998178762521 > -287.677511904199037). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-252.700776519893765 > -253.677431768008972). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-254.379002210838536 > -256.044808724395580). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-282.854653447578244 > -283.843740798701219). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-253.531269213048546 > -254.102536156122852). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-223.448813479839345 > -223.800479917229836). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-226.208899229768605 > -226.332213350620634). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-256.034937606187839 > -256.140009537694027). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-281.897998178762521 > -287.677511904199037). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-252.700776519893765 > -253.677431768008972). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-254.379002210838536 > -256.044808724395580). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-282.854653447578244 > -283.843740798701219). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-253.531269213048546 > -254.102536156122852). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-223.448813479839345 > -223.800479917229836). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-226.208899229768605 > -226.332213350620634). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-283.381951293630266 > -285.305188080452467). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-284.180325454797639 > -287.595758312782323). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-352.759258823452512 > -352.844414691338159). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-352.331220982977186 > -353.485421095822574). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-415.274492191678064 > -416.462835486203915). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-383.822724351793681 > -387.145262674402829). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-378.526357504634120 > -382.283606145878764). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-410.839001320442435 > -413.483079589025920). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-349.327010592930833 > -350.349465096077779). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-326.788440049223482 > -327.831472132362364). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-352.759258823452512 > -352.844414691338159). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-352.331220982977186 > -353.485421095822574). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-415.274492191678064 > -416.462835486203915). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-383.822724351793681 > -387.145262674402829). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-378.526357504634120 > -382.283606145878764). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-410.839001320442435 > -413.483079589025920). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-349.327010592930833 > -350.349465096077779). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-326.788440049223482 > -327.831472132362364). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-352.759258823452512 > -352.844414691338159). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-352.331220982977186 > -353.485421095822574). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-415.274492191678064 > -416.462835486203915). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-383.822724351793681 > -387.145262674402829). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-378.526357504634120 > -382.283606145878764). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-410.839001320442435 > -413.483079589025920). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-349.327010592930833 > -350.349465096077779). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-326.788440049223482 > -327.831472132362364). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-352.759258823452512 > -352.844414691338159). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-352.331220982977186 > -353.485421095822574). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-415.274492191678064 > -416.462835486203915). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-383.822724351793681 > -387.145262674402829). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-378.526357504634120 > -382.283606145878764). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-410.839001320442435 > -413.483079589025920). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-349.327010592930833 > -350.349465096077779). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-326.788440049223482 > -327.831472132362364). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-352.759258823452512 > -352.844414691338159). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-352.331220982977186 > -353.485421095822574). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-415.274492191678064 > -416.462835486203915). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-383.822724351793681 > -387.145262674402829). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-378.526357504634120 > -382.283606145878764). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-410.839001320442435 > -413.483079589025920). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-349.327010592930833 > -350.349465096077779). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-326.788440049223482 > -327.831472132362364). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-352.759258823452512 > -352.844414691338159). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-352.331220982977186 > -353.485421095822574). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-415.274492191678064 > -416.462835486203915). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-383.822724351793681 > -387.145262674402829). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-378.526357504634120 > -382.283606145878764). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-410.839001320442435 > -413.483079589025920). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-349.327010592930833 > -350.349465096077779). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-326.788440049223482 > -327.831472132362364). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-352.759258823452512 > -352.844414691338159). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-352.331220982977186 > -353.485421095822574). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-415.274492191678064 > -416.462835486203915). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-383.822724351793681 > -387.145262674402829). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-378.526357504634120 > -382.283606145878764). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-410.839001320442435 > -413.483079589025920). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-349.327010592930833 > -350.349465096077779). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-326.788440049223482 > -327.831472132362364). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-409.556166994996090 > -440.254684251383253). You may want to try with a higher value of support_fraction (current value: 0.696).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-409.556166994996090 > -440.254684251383253). You may want to try with a higher value of support_fraction (current value: 0.696).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-409.556166994996090 > -440.254684251383253). You may want to try with a higher value of support_fraction (current value: 0.696).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-402.778516290883033 > -403.071599687103571). You may want to try with a higher value of support_fraction (current value: 0.674).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-339.351481827557734 > -341.357267516146237). You may want to try with a higher value of support_fraction (current value: 0.674).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-370.386070076890292 > -398.221932566170267). You may want to try with a higher value of support_fraction (current value: 0.674).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-401.721822400440317 > -433.457407654968051). You may want to try with a higher value of support_fraction (current value: 0.674).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-309.865971179001917 > -311.165866620477630). You may want to try with a higher value of support_fraction (current value: 0.674).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-135.951872126473546 > -136.352901534631741). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-135.951872126473546 > -136.352901534631741). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-135.951872126473546 > -136.352901534631741). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-135.951872126473546 > -136.352901534631741). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.469637177010014 > -105.886140877582591). You may want to try with a higher value of support_fraction (current value: 0.548).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-71.094987402783346 > -71.391952194127640). You may want to try with a higher value of support_fraction (current value: 0.548).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.469637177010014 > -105.886140877582591). You may want to try with a higher value of support_fraction (current value: 0.548).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-71.094987402783346 > -71.391952194127640). You may want to try with a higher value of support_fraction (current value: 0.548).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.469637177010014 > -105.886140877582591). You may want to try with a higher value of support_fraction (current value: 0.548).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-71.094987402783346 > -71.391952194127640). You may want to try with a higher value of support_fraction (current value: 0.548).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.469637177010014 > -105.886140877582591). You may want to try with a higher value of support_fraction (current value: 0.548).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-71.094987402783346 > -71.391952194127640). You may want to try with a higher value of support_fraction (current value: 0.548).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.469637177010014 > -105.886140877582591). You may want to try with a higher value of support_fraction (current value: 0.548).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-71.094987402783346 > -71.391952194127640). You may want to try with a higher value of support_fraction (current value: 0.548).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-213.667096953642556 > -216.248931741698897). You may want to try with a higher value of support_fraction (current value: 0.628).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-213.667096953642556 > -216.240771883381456). You may want to try with a higher value of support_fraction (current value: 0.628).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-213.667096953642556 > -216.248931741698897). You may want to try with a higher value of support_fraction (current value: 0.628).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-213.667096953642556 > -216.240771883381456). You may want to try with a higher value of support_fraction (current value: 0.628).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-213.667096953642556 > -216.248931741698897). You may want to try with a higher value of support_fraction (current value: 0.628).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-213.667096953642556 > -216.240771883381456). You may want to try with a higher value of support_fraction (current value: 0.628).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-82.533612977572460 > -82.535061203794058). You may want to try with a higher value of support_fraction (current value: 0.581).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-82.408297172598964 > -82.409444619599498). You may want to try with a higher value of support_fraction (current value: 0.581).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-82.408297172598964 > -82.409444619599498). You may want to try with a higher value of support_fraction (current value: 0.581).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-82.533612977572460 > -82.535061203794058). You may want to try with a higher value of support_fraction (current value: 0.581).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-82.408297172598964 > -82.409444619599498). You may want to try with a higher value of support_fraction (current value: 0.581).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-82.408297172598964 > -82.409444619599498). You may want to try with a higher value of support_fraction (current value: 0.581).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-304.208045739848728 > -304.296408233728869). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-6.932369671697617 > -41.233114716488934). You may want to try with a higher value of support_fraction (current value: 0.542).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-6.932369671697617 > -41.233114716488934). You may want to try with a higher value of support_fraction (current value: 0.542).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-6.932369671697617 > -41.233114716488934). You may want to try with a higher value of support_fraction (current value: 0.542).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-6.932369671697617 > -41.233114716488934). You may want to try with a higher value of support_fraction (current value: 0.542).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-6.932369671697617 > -41.233114716488934). You may want to try with a higher value of support_fraction (current value: 0.542).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-6.932369671697617 > -41.233114716488934). You may want to try with a higher value of support_fraction (current value: 0.542).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-6.932369671697617 > -41.233114716488934). You may want to try with a higher value of support_fraction (current value: 0.542).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-6.932369671697617 > -41.233114716488934). You may want to try with a higher value of support_fraction (current value: 0.542).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-6.932369671697617 > -41.233114716488934). You may want to try with a higher value of support_fraction (current value: 0.542).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-6.932369671697617 > -41.233114716488934). You may want to try with a higher value of support_fraction (current value: 0.542).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-6.932369671697617 > -41.233114716488934). You may want to try with a higher value of support_fraction (current value: 0.542).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-6.932369671697617 > -41.233114716488934). You may want to try with a higher value of support_fraction (current value: 0.542).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-6.932369671697617 > -41.233114716488934). You may want to try with a higher value of support_fraction (current value: 0.542).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-6.932369671697617 > -41.233114716488934). You may want to try with a higher value of support_fraction (current value: 0.542).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-6.932369671697617 > -41.233114716488934). You may want to try with a higher value of support_fraction (current value: 0.542).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-6.932369671697617 > -41.233114716488934). You may want to try with a higher value of support_fraction (current value: 0.542).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-6.932369671697617 > -41.233114716488934). You may want to try with a higher value of support_fraction (current value: 0.542).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-6.932369671697617 > -41.233114716488934). You may want to try with a higher value of support_fraction (current value: 0.542).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-6.932369671697617 > -41.233114716488934). You may want to try with a higher value of support_fraction (current value: 0.542).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-6.932369671697617 > -41.233114716488934). You may want to try with a higher value of support_fraction (current value: 0.542).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-44.763773919506818 > -112.241728330590007). You may want to try with a higher value of support_fraction (current value: 0.569).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-44.763773919506818 > -112.241728330590007). You may want to try with a higher value of support_fraction (current value: 0.569).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-44.763773919506818 > -112.241728330590007). You may want to try with a higher value of support_fraction (current value: 0.569).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-44.763773919506818 > -112.241728330590007). You may want to try with a higher value of support_fraction (current value: 0.569).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-44.763773919506818 > -112.241728330590007). You may want to try with a higher value of support_fraction (current value: 0.569).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-44.763773919506818 > -112.241728330590007). You may want to try with a higher value of support_fraction (current value: 0.569).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-44.763773919506818 > -112.241728330590007). You may want to try with a higher value of support_fraction (current value: 0.569).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-96.312159710621373 > -149.674963596333413). You may want to try with a higher value of support_fraction (current value: 0.619).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-116.987744051737749 > -134.223343680225440). You may want to try with a higher value of support_fraction (current value: 0.619).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-116.529026318798913 > -131.715491900076927). You may want to try with a higher value of support_fraction (current value: 0.619).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-116.987744051737749 > -134.223343680225440). You may want to try with a higher value of support_fraction (current value: 0.619).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-116.529026318798913 > -131.715491900076927). You may want to try with a higher value of support_fraction (current value: 0.619).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-116.987744051737749 > -134.223343680225440). You may want to try with a higher value of support_fraction (current value: 0.619).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-116.529026318798913 > -131.715491900076927). You may want to try with a higher value of support_fraction (current value: 0.619).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-116.987744051737749 > -134.223343680225440). You may want to try with a higher value of support_fraction (current value: 0.619).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-116.529026318798913 > -131.715491900076927). You may want to try with a higher value of support_fraction (current value: 0.619).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-116.987744051737749 > -134.223343680225440). You may want to try with a higher value of support_fraction (current value: 0.619).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-116.529026318798913 > -131.715491900076927). You may want to try with a higher value of support_fraction (current value: 0.619).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-80.025084290631270 > -132.918873776452017). You may want to try with a higher value of support_fraction (current value: 0.569).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-85.673278220179327 > -132.884436032181299). You may want to try with a higher value of support_fraction (current value: 0.569).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-85.673278220179327 > -132.884436032181299). You may want to try with a higher value of support_fraction (current value: 0.569).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-157.928815268372659 > -189.144038950077004). You may want to try with a higher value of support_fraction (current value: 0.630).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-152.360601355114227 > -152.410885462976239). You may want to try with a higher value of support_fraction (current value: 0.630).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-185.233951886019327 > -185.626131561416969). You may want to try with a higher value of support_fraction (current value: 0.630).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-185.233951886019327 > -185.294109274559446). You may want to try with a higher value of support_fraction (current value: 0.630).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-157.928815268372659 > -189.144038950077004). You may want to try with a higher value of support_fraction (current value: 0.630).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-152.360601355114227 > -152.410885462976239). You may want to try with a higher value of support_fraction (current value: 0.630).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-185.233951886019327 > -185.626131561416969). You may want to try with a higher value of support_fraction (current value: 0.630).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-185.233951886019327 > -185.294109274559446). You may want to try with a higher value of support_fraction (current value: 0.630).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-157.928815268372659 > -189.144038950077004). You may want to try with a higher value of support_fraction (current value: 0.630).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-152.360601355114227 > -152.410885462976239). You may want to try with a higher value of support_fraction (current value: 0.630).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-185.233951886019327 > -185.626131561416969). You may want to try with a higher value of support_fraction (current value: 0.630).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-185.233951886019327 > -185.294109274559446). You may want to try with a higher value of support_fraction (current value: 0.630).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-213.553850770209920 > -218.260858129349799). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-183.186682920945429 > -183.757951479637853). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-257.599102400891240 > -261.299784212932934). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-286.284820691228902 > -291.143802341028334). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-244.829239881684373 > -249.206555114014179). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-205.364045475523994 > -206.096274005949539). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-235.144912984996381 > -235.256795429945726). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-257.599102400891240 > -261.299784212932934). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-286.284820691228902 > -291.143802341028334). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-244.829239881684373 > -249.206555114014179). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-205.364045475523994 > -206.096274005949539). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-235.144912984996381 > -235.256795429945726). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-293.955414912778679 > -295.853699448380553). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-321.306338484147261 > -322.714571139168129). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-354.490465944802111 > -355.957390430813348). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-290.707944612763413 > -293.854230405899330). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-245.570656441725930 > -246.816598516420584). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-293.955414912778679 > -295.853699448380553). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-321.306338484147261 > -322.714571139168129). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-354.490465944802111 > -355.957390430813348). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-290.707944612763413 > -293.854230405899330). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-245.570656441725930 > -246.816598516420584). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-246.807513564585690 > -246.847285776743405). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-297.052193035702828 > -297.884600348882543). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-291.672679438924433 > -292.175366437383047). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-355.057026737497779 > -355.800031811043709). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-326.448006796501090 > -333.844174130114141). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-316.298727368656785 > -317.863596310364585). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-350.885447637379229 > -351.337141567194180). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-350.132886770298512 > -350.348610107919853). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-365.473322039963477 > -369.189820131780948). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-365.473322039963477 > -369.189820131780948). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-316.161331556444679 > -345.922303019475521). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-313.872395843083495 > -318.285849571333245). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-314.706703551804935 > -318.974076276800588). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-316.894107267483605 > -318.720883807425992). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-316.161331556444679 > -345.922303019475521). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-313.872395843083495 > -318.285849571333245). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-314.706703551804935 > -318.974076276800588). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-316.894107267483605 > -318.720883807425992). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-268.991994241760494 > -300.646406086988065). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-268.991994241760494 > -301.680448128197270). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-268.991994241760494 > -297.852175553350776). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-296.696810363061047 > -299.964794558738959). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-268.991994241760494 > -299.705599171167137). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-235.371134189732686 > -296.057721700499883). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-268.991994241760494 > -300.646406086988065). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-268.991994241760494 > -301.680448128197270). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-268.991994241760494 > -297.852175553350776). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-296.696810363061047 > -299.964794558738959). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-268.991994241760494 > -299.705599171167137). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-235.371134189732686 > -296.057721700499883). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-268.991994241760494 > -300.646406086988065). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-268.991994241760494 > -301.680448128197270). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-268.991994241760494 > -297.852175553350776). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-296.696810363061047 > -299.964794558738959). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-268.991994241760494 > -299.705599171167137). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-235.371134189732686 > -296.057721700499883). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-109.709231855465589 > -111.528224475152086). You may want to try with a higher value of support_fraction (current value: 0.610).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-109.709231855465589 > -111.528224475152086). You may want to try with a higher value of support_fraction (current value: 0.610).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-108.086045812071021 > -108.718787215472091). You may want to try with a higher value of support_fraction (current value: 0.597).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-103.790448038260905 > -105.545986444461718). You may want to try with a higher value of support_fraction (current value: 0.597).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-105.914229456971015 > -106.141918036287322). You may want to try with a higher value of support_fraction (current value: 0.597).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-104.165259551031838 > -105.088122971772933). You may want to try with a higher value of support_fraction (current value: 0.597).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-107.203360191723604 > -138.654936735033061). You may want to try with a higher value of support_fraction (current value: 0.597).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-265.770375923740232 > -270.280493335242511). You may want to try with a higher value of support_fraction (current value: 0.646).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-429.013987138214986 > -456.093810115263011). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-401.532882627996969 > -426.396381105592127). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-429.732655628209272 > -459.417075803365094). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-427.614543174682410 > -454.349265167440876). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-396.363931277536835 > -399.378225853857884). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-426.907486483915989 > -427.717294932613015). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-395.246047025960308 > -418.434432400383912). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-384.031851411272328 > -443.188642190060079). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-411.942574061157131 > -439.972262673821092). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-396.454226983207491 > -420.087770406666834). You may want to try with a higher value of support_fraction (current value: 0.646).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-366.696829375850541 > -424.879322308749749). You may want to try with a higher value of support_fraction (current value: 0.646).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-396.454226983207491 > -420.087770406666834). You may want to try with a higher value of support_fraction (current value: 0.646).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-366.696829375850541 > -424.879322308749749). You may want to try with a higher value of support_fraction (current value: 0.646).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-379.133730275317930 > -410.345970353496284). You may want to try with a higher value of support_fraction (current value: 0.631).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-408.017243049650233 > -409.376876071504569). You may want to try with a higher value of support_fraction (current value: 0.631).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-379.133730275317930 > -410.345970353496284). You may want to try with a higher value of support_fraction (current value: 0.631).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-408.017243049650233 > -409.376876071504569). You may want to try with a higher value of support_fraction (current value: 0.631).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-375.620246829584460 > -403.678508077176105). You may want to try with a higher value of support_fraction (current value: 0.625).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-375.620246829584460 > -403.678508077176105). You may want to try with a higher value of support_fraction (current value: 0.625).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-79.388466875485591 > -135.630986075234546). You may want to try with a higher value of support_fraction (current value: 0.583).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-79.388466875485591 > -135.630986075234546). You may want to try with a higher value of support_fraction (current value: 0.583).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-79.388466875485591 > -135.630986075234546). You may want to try with a higher value of support_fraction (current value: 0.583).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-79.388466875485591 > -135.630986075234546). You may want to try with a higher value of support_fraction (current value: 0.583).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-79.388466875485591 > -135.630986075234546). You may want to try with a higher value of support_fraction (current value: 0.583).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-79.388466875485591 > -135.630986075234546). You may want to try with a higher value of support_fraction (current value: 0.583).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-79.388466875485591 > -135.630986075234546). You may want to try with a higher value of support_fraction (current value: 0.583).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-6.008168034496776 > -40.991399917570163). You may want to try with a higher value of support_fraction (current value: 0.524).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-6.008168034496776 > -40.991399917570163). You may want to try with a higher value of support_fraction (current value: 0.524).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-6.008168034496776 > -40.991399917570163). You may want to try with a higher value of support_fraction (current value: 0.524).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-6.008168034496776 > -40.991399917570163). You may want to try with a higher value of support_fraction (current value: 0.524).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-6.008168034496776 > -40.991399917570163). You may want to try with a higher value of support_fraction (current value: 0.524).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-6.008168034496776 > -40.991399917570163). You may want to try with a higher value of support_fraction (current value: 0.524).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-6.008168034496776 > -40.991399917570163). You may want to try with a higher value of support_fraction (current value: 0.524).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-6.008168034496776 > -40.991399917570163). You may want to try with a higher value of support_fraction (current value: 0.524).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-6.008168034496776 > -40.991399917570163). You may want to try with a higher value of support_fraction (current value: 0.524).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-6.008168034496776 > -40.991399917570163). You may want to try with a higher value of support_fraction (current value: 0.524).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-285.629873982619074 > -286.473355925461703). You may want to try with a higher value of support_fraction (current value: 0.861).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-285.629873982619074 > -286.473355925461703). You may want to try with a higher value of support_fraction (current value: 0.861).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-356.935873884752539 > -356.989103324994801). You may want to try with a higher value of support_fraction (current value: 0.868).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-300.312705724195666 > -300.997464766558778). You may want to try with a higher value of support_fraction (current value: 0.868).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-307.904801515665952 > -308.659610866822902). You may want to try with a higher value of support_fraction (current value: 0.868).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-329.620050058430195 > -331.292302199793539). You may want to try with a higher value of support_fraction (current value: 0.868).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-356.935873884752539 > -356.989103324994801). You may want to try with a higher value of support_fraction (current value: 0.868).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-300.312705724195666 > -300.997464766558778). You may want to try with a higher value of support_fraction (current value: 0.868).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-307.904801515665952 > -308.659610866822902). You may want to try with a higher value of support_fraction (current value: 0.868).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-329.620050058430195 > -331.292302199793539). You may want to try with a higher value of support_fraction (current value: 0.868).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-320.237969502824626 > -320.516338960154371). You may want to try with a higher value of support_fraction (current value: 0.872).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-324.759662967375903 > -327.824520942968263). You may want to try with a higher value of support_fraction (current value: 0.872).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-320.628074326615774 > -322.452376600618095). You may want to try with a higher value of support_fraction (current value: 0.872).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-331.693888682296574 > -332.314320740360074). You may want to try with a higher value of support_fraction (current value: 0.872).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-320.237969502824626 > -320.516338960154371). You may want to try with a higher value of support_fraction (current value: 0.872).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-324.759662967375903 > -327.824520942968263). You may want to try with a higher value of support_fraction (current value: 0.872).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-320.628074326615774 > -322.452376600618095). You may want to try with a higher value of support_fraction (current value: 0.872).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-331.693888682296574 > -332.314320740360074). You may want to try with a higher value of support_fraction (current value: 0.872).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-363.148521536141118 > -363.183955419109907). You may want to try with a higher value of support_fraction (current value: 0.923).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-363.148521536141118 > -363.183955419109907). You may want to try with a higher value of support_fraction (current value: 0.923).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-412.111072789493846 > -414.574521384289710). You may want to try with a higher value of support_fraction (current value: 0.949).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-416.703141599483047 > -419.864194234774232). You may want to try with a higher value of support_fraction (current value: 0.949).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-403.783456174204616 > -403.792920011200749). You may want to try with a higher value of support_fraction (current value: 0.949).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-412.111072789493846 > -414.574521384289710). You may want to try with a higher value of support_fraction (current value: 0.949).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-416.703141599483047 > -419.864194234774232). You may want to try with a higher value of support_fraction (current value: 0.949).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-403.783456174204616 > -403.792920011200749). You may want to try with a higher value of support_fraction (current value: 0.949).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-412.421397136111864 > -414.351991768670473). You may want to try with a higher value of support_fraction (current value: 0.973).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-413.831095450782300 > -414.604003138092253). You may want to try with a higher value of support_fraction (current value: 0.973).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-410.590569956816353 > -412.305049382042000). You may want to try with a higher value of support_fraction (current value: 0.973).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-419.494994413527706 > -419.658837120127146). You may want to try with a higher value of support_fraction (current value: 0.973).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-415.257330568651923 > -416.977702827671635). You may want to try with a higher value of support_fraction (current value: 0.973).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-414.937905911266114 > -417.609309947545569). You may want to try with a higher value of support_fraction (current value: 0.973).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-411.968070768143434 > -413.967098635130242). You may want to try with a higher value of support_fraction (current value: 0.973).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-412.948841064537362 > -416.549261956971407). You may want to try with a higher value of support_fraction (current value: 0.973).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-437.535529522705133 > -441.109667799127465). You may want to try with a higher value of support_fraction (current value: 0.973).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-412.464351386589669 > -412.561018512699775). You may want to try with a higher value of support_fraction (current value: 0.973).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-434.278336685148645 > -435.919587570570741). You may want to try with a higher value of support_fraction (current value: 0.973).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-419.486264328331174 > -420.231932916629262). You may want to try with a higher value of support_fraction (current value: 0.973).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-448.756071866378420 > -452.187907904283520). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-448.993694263629379 > -450.714017561182516). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-449.448772390611794 > -450.594858387326042). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-449.496312398977352 > -450.308922713651100). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-450.110321477734431 > -450.659900698903641). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-451.961068367415407 > -453.372743158066044). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-450.696801105914631 > -453.236884167636845). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-448.589934624260252 > -451.458038361487695). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-450.627382628277587 > -453.832592686443149). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-448.831703922620818 > -450.799721482030179). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-451.194611853989045 > -453.210725513941725). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-453.644676718119797 > -456.596784046539142). You may want to try with a higher value of support_fraction (current value: 0.973).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-456.150041605090166 > -457.317848360952269). You may want to try with a higher value of support_fraction (current value: 0.973).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-425.724278836350607 > -425.928557439240024). You may want to try with a higher value of support_fraction (current value: 0.973).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-426.219642884945756 > -427.555824418934435). You may want to try with a higher value of support_fraction (current value: 0.973).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-453.185711786505578 > -454.917468604739497). You may want to try with a higher value of support_fraction (current value: 0.973).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-500.408921989517353 > -500.865510431753762). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-498.372639681900978 > -501.061197680665373). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-500.843197797782238 > -501.753520680404847). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-501.783697666416572 > -504.269359040499353). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-500.229653105760462 > -500.261589488246500). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-499.990986929482062 > -500.433710841558593). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-505.213177934127543 > -505.806278515888607). You may want to try with a higher value of support_fraction (current value: 0.973).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-480.162366652712251 > -480.721317015863463). You may want to try with a higher value of support_fraction (current value: 0.973).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-481.923998736865656 > -482.631000859879464). You may want to try with a higher value of support_fraction (current value: 0.973).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-483.864108333816716 > -484.767244002101734). You may want to try with a higher value of support_fraction (current value: 0.973).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-479.441857870803858 > -482.193299402121056). You may want to try with a higher value of support_fraction (current value: 0.973).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-503.577913270306908 > -507.698834362670368). You may want to try with a higher value of support_fraction (current value: 0.973).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-475.168318528512145 > -475.244749195330996). You may want to try with a higher value of support_fraction (current value: 0.973).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-476.307975888210024 > -478.402192562296705). You may want to try with a higher value of support_fraction (current value: 0.973).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-582.685290825786637 > -583.045430786667112). You may want to try with a higher value of support_fraction (current value: 0.974).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-556.416906307595582 > -557.666466314625382). You may want to try with a higher value of support_fraction (current value: 0.974).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-555.474223408065882 > -556.751469326190886). You may want to try with a higher value of support_fraction (current value: 0.974).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-554.355903697945337 > -555.542290029662809). You may want to try with a higher value of support_fraction (current value: 0.974).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-554.598727816674000 > -556.464857929361187). You may want to try with a higher value of support_fraction (current value: 0.974).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-583.319994974053429 > -586.532946609135138). You may want to try with a higher value of support_fraction (current value: 0.974).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-583.956485109283790 > -584.622486504872654). You may want to try with a higher value of support_fraction (current value: 0.974).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-581.730304598243265 > -583.251060507927264). You may want to try with a higher value of support_fraction (current value: 0.974).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-582.338442017432271 > -583.140158631579652). You may want to try with a higher value of support_fraction (current value: 0.974).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-586.230401415861252 > -589.970079606946001). You may want to try with a higher value of support_fraction (current value: 0.947).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-561.612253597158769 > -561.935775527654300). You may want to try with a higher value of support_fraction (current value: 0.947).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-586.401897780086983 > -589.950293922866649). You may want to try with a higher value of support_fraction (current value: 0.947).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-559.953994756279940 > -562.255234558893676). You may want to try with a higher value of support_fraction (current value: 0.947).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-560.038176171784016 > -560.390908741014869). You may want to try with a higher value of support_fraction (current value: 0.947).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-560.193712967621423 > -560.835678452070169). You may want to try with a higher value of support_fraction (current value: 0.947).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-560.820419526120645 > -564.725528222001003). You may want to try with a higher value of support_fraction (current value: 0.947).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-579.680034045191974 > -580.828256681306357). You may want to try with a higher value of support_fraction (current value: 0.974).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-581.464485143730599 > -584.768582246666483). You may want to try with a higher value of support_fraction (current value: 0.974).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-580.202404292902202 > -585.110534741042216). You may want to try with a higher value of support_fraction (current value: 0.974).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-606.910824526077931 > -611.520158193793122). You may want to try with a higher value of support_fraction (current value: 0.974).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-609.682119841257645 > -610.768807269323588). You may want to try with a higher value of support_fraction (current value: 0.974).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-589.099646631019141 > -590.336848506506385). You may want to try with a higher value of support_fraction (current value: 0.972).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-588.368106955174198 > -590.636468319811115). You may want to try with a higher value of support_fraction (current value: 0.972).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-562.602004602011561 > -565.670838810998703). You may want to try with a higher value of support_fraction (current value: 0.972).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-562.591716645052202 > -565.390472502125704). You may want to try with a higher value of support_fraction (current value: 0.972).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-639.510629875309519 > -640.041857285079686). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-642.353917287628292 > -642.825328575528033). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-638.702352621424552 > -639.501252420632795). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-638.455404106941160 > -638.988138676874314). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-640.299867915645564 > -641.625617756963493). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-641.129082772836000 > -643.588715634735308). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-640.578353075170526 > -644.941346112856309). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-639.510629875309519 > -640.041857285079686). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-642.353917287628292 > -642.825328575528033). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-638.702352621424552 > -639.501252420632795). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-638.455404106941160 > -638.988138676874314). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-640.299867915645564 > -641.625617756963493). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-641.129082772836000 > -643.588715634735308). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-640.578353075170526 > -644.941346112856309). You may want to try with a higher value of support_fraction (current value: 1.000).
2026-06-03 04:37:05,177 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (31) compared to nearby probes (35) for probe 4259. MinCovDet requires more samples than features.
2026-06-03 04:37:05,178 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (31) compared to nearby probes (36) for probe 4260. MinCovDet requires more samples than features.
2026-06-03 04:37:05,178 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (31) compared to nearby probes (36) for probe 4261. MinCovDet requires more samples than features.
2026-06-03 04:37:05,179 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (31) compared to nearby probes (36) for probe 4262. MinCovDet requires more samples than features.
2026-06-03 04:37:05,179 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (31) compared to nearby probes (36) for probe 4263. MinCovDet requires more samples than features.
2026-06-03 04:37:05,179 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (31) compared to nearby probes (36) for probe 4264. MinCovDet requires more samples than features.
2026-06-03 04:37:05,180 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (34) compared to nearby probes (35) for probe 4265. MinCovDet requires more samples than features.
2026-06-03 04:37:05,180 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (34) compared to nearby probes (34) for probe 4266. MinCovDet requires more samples than features.
2026-06-03 04:37:05,181 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (34) compared to nearby probes (34) for probe 4267. MinCovDet requires more samples than features.
2026-06-03 04:37:05,181 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (34) compared to nearby probes (34) for probe 4268. MinCovDet requires more samples than features.
2026-06-03 04:37:05,181 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (34) compared to nearby probes (34) for probe 4269. MinCovDet requires more samples than features.
2026-06-03 04:37:05,182 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (34) compared to nearby probes (34) for probe 4270. MinCovDet requires more samples than features.
2026-06-03 04:37:05,182 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (34) compared to nearby probes (34) for probe 4271. MinCovDet requires more samples than features.
2026-06-03 04:37:05,183 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (34) compared to nearby probes (34) for probe 4272. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-587.047059726535508 > -589.893646193201221). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-584.047745752312949 > -589.587759608913075). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-584.243616185199244 > -587.558760421446777). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-584.695072571500077 > -585.978356670546532). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-584.704640904139069 > -587.623765055846775). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-584.344327957534233 > -584.884382178555597). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-583.055448000118872 > -584.830920731826495). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-587.047059726535508 > -589.893646193201221). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-584.047745752312949 > -589.587759608913075). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-584.243616185199244 > -587.558760421446777). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-584.695072571500077 > -585.978356670546532). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-584.704640904139069 > -587.623765055846775). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-584.344327957534233 > -584.884382178555597). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-583.055448000118872 > -584.830920731826495). You may want to try with a higher value of support_fraction (current value: 1.000).
2026-06-03 04:37:05,212 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (30) compared to nearby probes (32) for probe 4275. MinCovDet requires more samples than features.
2026-06-03 04:37:05,212 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (30) compared to nearby probes (33) for probe 4276. MinCovDet requires more samples than features.
2026-06-03 04:37:05,212 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (30) compared to nearby probes (32) for probe 4277. MinCovDet requires more samples than features.
2026-06-03 04:37:05,213 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (22) compared to nearby probes (33) for probe 4278. MinCovDet requires more samples than features.
2026-06-03 04:37:05,213 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (22) compared to nearby probes (33) for probe 4279. MinCovDet requires more samples than features.
2026-06-03 04:37:05,214 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (33) for probe 4280. MinCovDet requires more samples than features.
2026-06-03 04:37:05,214 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (33) for probe 4281. MinCovDet requires more samples than features.
2026-06-03 04:37:05,214 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (32) for probe 4282. MinCovDet requires more samples than features.
2026-06-03 04:37:05,215 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (31) for probe 4283. MinCovDet requires more samples than features.
2026-06-03 04:37:05,215 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (32) for probe 4284. MinCovDet requires more samples than features.
2026-06-03 04:37:05,216 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (32) for probe 4285. MinCovDet requires more samples than features.
2026-06-03 04:37:05,216 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (32) for probe 4286. MinCovDet requires more samples than features.
2026-06-03 04:37:05,216 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (32) for probe 4287. MinCovDet requires more samples than features.
2026-06-03 04:37:05,217 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (32) for probe 4288. MinCovDet requires more samples than features.
2026-06-03 04:37:05,217 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (31) for probe 4289. MinCovDet requires more samples than features.
2026-06-03 04:37:05,217 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (30) for probe 4290. MinCovDet requires more samples than features.
2026-06-03 04:37:05,218 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (30) for probe 4291. MinCovDet requires more samples than features.
2026-06-03 04:37:05,218 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (29) for probe 4292. MinCovDet requires more samples than features.
2026-06-03 04:37:05,219 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (29) for probe 4293. MinCovDet requires more samples than features.
2026-06-03 04:37:05,219 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (29) for probe 4294. MinCovDet requires more samples than features.
2026-06-03 04:37:05,219 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (29) for probe 4295. MinCovDet requires more samples than features.
2026-06-03 04:37:05,220 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (29) for probe 4296. MinCovDet requires more samples than features.
2026-06-03 04:37:05,220 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (28) for probe 4297. MinCovDet requires more samples than features.
2026-06-03 04:37:05,220 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (28) for probe 4298. MinCovDet requires more samples than features.
2026-06-03 04:37:05,221 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (28) for probe 4299. MinCovDet requires more samples than features.
2026-06-03 04:37:05,221 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (29) for probe 4300. MinCovDet requires more samples than features.
2026-06-03 04:37:05,222 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (29) for probe 4301. MinCovDet requires more samples than features.
2026-06-03 04:37:05,222 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (29) for probe 4302. MinCovDet requires more samples than features.
2026-06-03 04:37:05,222 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (29) for probe 4303. MinCovDet requires more samples than features.
2026-06-03 04:37:05,223 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (29) for probe 4304. MinCovDet requires more samples than features.
2026-06-03 04:37:05,223 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (28) for probe 4305. MinCovDet requires more samples than features.
2026-06-03 04:37:05,223 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (29) for probe 4306. MinCovDet requires more samples than features.
2026-06-03 04:37:05,224 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (17) compared to nearby probes (27) for probe 4307. MinCovDet requires more samples than features.
2026-06-03 04:37:05,224 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (17) compared to nearby probes (29) for probe 4308. MinCovDet requires more samples than features.
2026-06-03 04:37:05,225 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (17) compared to nearby probes (29) for probe 4309. MinCovDet requires more samples than features.
2026-06-03 04:37:05,225 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (17) compared to nearby probes (29) for probe 4310. MinCovDet requires more samples than features.
2026-06-03 04:37:05,225 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (17) compared to nearby probes (29) for probe 4311. MinCovDet requires more samples than features.
2026-06-03 04:37:05,226 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (17) compared to nearby probes (28) for probe 4312. MinCovDet requires more samples than features.
2026-06-03 04:37:05,226 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (17) compared to nearby probes (28) for probe 4313. MinCovDet requires more samples than features.
2026-06-03 04:37:05,226 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (17) compared to nearby probes (29) for probe 4314. MinCovDet requires more samples than features.
2026-06-03 04:37:05,227 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (17) compared to nearby probes (29) for probe 4315. MinCovDet requires more samples than features.
2026-06-03 04:37:05,227 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (17) compared to nearby probes (29) for probe 4316. MinCovDet requires more samples than features.
2026-06-03 04:37:05,227 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (17) compared to nearby probes (29) for probe 4317. MinCovDet requires more samples than features.
2026-06-03 04:37:05,228 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (17) compared to nearby probes (29) for probe 4318. MinCovDet requires more samples than features.
2026-06-03 04:37:05,228 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (17) compared to nearby probes (29) for probe 4319. MinCovDet requires more samples than features.
2026-06-03 04:37:05,228 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (17) compared to nearby probes (29) for probe 4320. MinCovDet requires more samples than features.
2026-06-03 04:37:05,229 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (17) compared to nearby probes (29) for probe 4321. MinCovDet requires more samples than features.
2026-06-03 04:37:05,229 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (17) compared to nearby probes (29) for probe 4322. MinCovDet requires more samples than features.
2026-06-03 04:37:05,230 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (29) for probe 4323. MinCovDet requires more samples than features.
2026-06-03 04:37:05,230 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (29) for probe 4324. MinCovDet requires more samples than features.
2026-06-03 04:37:05,230 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (29) for probe 4325. MinCovDet requires more samples than features.
2026-06-03 04:37:05,231 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (29) for probe 4326. MinCovDet requires more samples than features.
2026-06-03 04:37:05,231 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (29) for probe 4327. MinCovDet requires more samples than features.
2026-06-03 04:37:05,231 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (28) for probe 4328. MinCovDet requires more samples than features.
2026-06-03 04:37:05,232 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (30) for probe 4329. MinCovDet requires more samples than features.
2026-06-03 04:37:05,232 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (29) for probe 4330. MinCovDet requires more samples than features.
2026-06-03 04:37:05,232 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (29) for probe 4331. MinCovDet requires more samples than features.
2026-06-03 04:37:05,233 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (29) for probe 4332. MinCovDet requires more samples than features.
2026-06-03 04:37:05,233 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (29) for probe 4333. MinCovDet requires more samples than features.
2026-06-03 04:37:05,234 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (29) for probe 4334. MinCovDet requires more samples than features.
2026-06-03 04:37:05,234 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (29) for probe 4335. MinCovDet requires more samples than features.
2026-06-03 04:37:05,234 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (29) for probe 4336. MinCovDet requires more samples than features.
2026-06-03 04:37:05,235 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (30) for probe 4337. MinCovDet requires more samples than features.
2026-06-03 04:37:05,235 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (28) for probe 4338. MinCovDet requires more samples than features.
2026-06-03 04:37:05,235 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (29) for probe 4339. MinCovDet requires more samples than features.
2026-06-03 04:37:05,236 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (29) for probe 4340. MinCovDet requires more samples than features.
2026-06-03 04:37:05,236 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (29) for probe 4341. MinCovDet requires more samples than features.
2026-06-03 04:37:05,236 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (27) for probe 4342. MinCovDet requires more samples than features.
2026-06-03 04:37:05,237 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (27) for probe 4343. MinCovDet requires more samples than features.
2026-06-03 04:37:05,237 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (26) for probe 4344. MinCovDet requires more samples than features.
2026-06-03 04:37:05,238 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (24) for probe 4345. MinCovDet requires more samples than features.
2026-06-03 04:37:05,238 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (24) for probe 4346. MinCovDet requires more samples than features.
2026-06-03 04:37:05,238 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (23) for probe 4347. MinCovDet requires more samples than features.
2026-06-03 04:37:05,239 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (21) for probe 4348. MinCovDet requires more samples than features.
2026-06-03 04:37:05,239 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (21) for probe 4349. MinCovDet requires more samples than features.
2026-06-03 04:37:05,239 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (19) for probe 4350. MinCovDet requires more samples than features.
2026-06-03 04:37:05,240 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (19) for probe 4351. MinCovDet requires more samples than features.
2026-06-03 04:37:05,240 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (19) for probe 4352. MinCovDet requires more samples than features.
2026-06-03 04:37:05,265 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (18) for probe 4355. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-326.567619427619320 > -326.951028564224146). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-286.602842539158416 > -289.936142885530785). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-324.782306116669986 > -325.022711071719698). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-296.589858300706339 > -297.904228049706376). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-293.993915509499743 > -294.575293723041966). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-416.191491565212800 > -418.201462978383233). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-352.114657502216062 > -352.825048382576313). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-384.976390723754605 > -385.591659469394301). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-200.593531642137776 > -202.672159132508796). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-200.593531642137776 > -202.672159132508796). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-44.574865783831441 > -65.492499367034753). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-44.574865783831441 > -65.492499367034753). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-22.972803892822011 > -52.178258648200810). You may want to try with a higher value of support_fraction (current value: 0.540).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-22.972803892822011 > -52.178258648200810). You may want to try with a higher value of support_fraction (current value: 0.540).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-22.972803892822011 > -52.178258648200810). You may want to try with a higher value of support_fraction (current value: 0.540).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-24.434078333259883 > -54.372261156943310). You may want to try with a higher value of support_fraction (current value: 0.540).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-24.434078333259883 > -54.372261156943310). You may want to try with a higher value of support_fraction (current value: 0.540).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-24.434078333259883 > -54.372261156943310). You may want to try with a higher value of support_fraction (current value: 0.540).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-24.434078333259883 > -54.372261156943310). You may want to try with a higher value of support_fraction (current value: 0.540).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-113.113872351583083 > -114.873992142368834). You may want to try with a higher value of support_fraction (current value: 0.603).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-117.301228261155984 > -117.968871167736566). You may want to try with a higher value of support_fraction (current value: 0.603).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.027748669843163 > -229.501974906820351). You may want to try with a higher value of support_fraction (current value: 0.612).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.027748669843163 > -227.610238515121495). You may want to try with a higher value of support_fraction (current value: 0.612).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.027748669843163 > -229.501974906820351). You may want to try with a higher value of support_fraction (current value: 0.612).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.027748669843163 > -227.610238515121495). You may want to try with a higher value of support_fraction (current value: 0.612).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-268.999707236146321 > -269.641048358371791). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-268.999707236146321 > -269.641048358371791). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.280278615687308 > -201.842609060684254). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-206.402712141285406 > -210.380010197503537). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.280278615687308 > -201.842609060684254). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-206.402712141285406 > -210.380010197503537). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.280278615687308 > -201.842609060684254). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-206.402712141285406 > -210.380010197503537). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.280278615687308 > -201.842609060684254). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-206.402712141285406 > -210.380010197503537). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.280278615687308 > -201.842609060684254). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-206.402712141285406 > -210.380010197503537). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.280278615687308 > -201.842609060684254). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-206.402712141285406 > -210.380010197503537). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-212.763147225419544 > -214.775209421718500). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-212.611428054663094 > -214.207325831979915). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-186.192669104818293 > -186.303295373222511). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-193.089927237291533 > -255.389236126300261). You may want to try with a higher value of support_fraction (current value: 0.612).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-196.998009358120669 > -259.900493450260171). You may want to try with a higher value of support_fraction (current value: 0.612).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-196.998009358120669 > -259.900493450260171). You may want to try with a higher value of support_fraction (current value: 0.612).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-193.089927237291533 > -255.389236126300261). You may want to try with a higher value of support_fraction (current value: 0.612).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-196.998009358120669 > -259.900493450260171). You may want to try with a higher value of support_fraction (current value: 0.612).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-196.998009358120669 > -259.900493450260171). You may want to try with a higher value of support_fraction (current value: 0.612).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-193.089927237291533 > -255.389236126300261). You may want to try with a higher value of support_fraction (current value: 0.612).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-196.998009358120669 > -259.900493450260171). You may want to try with a higher value of support_fraction (current value: 0.612).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-196.998009358120669 > -259.900493450260171). You may want to try with a higher value of support_fraction (current value: 0.612).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-142.611442514864791 > -165.128411856195271). You may want to try with a higher value of support_fraction (current value: 0.604).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-118.041867034046561 > -118.147226975682713). You may want to try with a higher value of support_fraction (current value: 0.592).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-118.041867034046561 > -118.147226975682713). You may want to try with a higher value of support_fraction (current value: 0.592).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-78.227937084123198 > -78.231194415986252). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-78.227937084123198 > -78.231194415986252). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-78.227937084123198 > -78.231194415986252). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-78.227937084123198 > -78.231194415986252). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-78.227937084123198 > -78.231194415986252). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-78.323083890374363 > -78.324544099952391). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-78.323083890374363 > -78.324544099952391). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-78.227937084123198 > -78.231194415986252). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-78.227937084123198 > -78.231194415986252). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-78.227937084123198 > -78.231194415986252). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-78.227937084123198 > -78.231194415986252). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-78.227937084123198 > -78.231194415986252). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-78.323083890374363 > -78.324544099952391). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-78.323083890374363 > -78.324544099952391). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-58.481687563140795 > -90.122776604707070). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-58.481687563140795 > -90.122776604707070). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-58.481687563140795 > -90.122776604707070). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-58.481687563140795 > -90.122776604707070). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-58.481687563140795 > -90.122776604707070). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-317.644487591078416 > -341.961127956906751). You may want to try with a higher value of support_fraction (current value: 0.625).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-317.644487591078416 > -341.961127956906751). You may want to try with a higher value of support_fraction (current value: 0.625).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-321.706417455886026 > -352.350179503956554). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-323.851010896568994 > -350.766592466158329). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-340.166551535954682 > -367.473394166295691). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-339.984706834428835 > -365.171635686152740). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-367.417135434260786 > -367.458273513032054). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-371.257456110373937 > -374.777745085245613). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-355.798839166398864 > -383.404974272436732). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-327.753867589744516 > -381.661195190939964). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-382.457182247551430 > -386.646267243205216). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-384.665884540509239 > -387.125381646053199). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-355.798839166398864 > -383.404974272436732). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-327.753867589744516 > -381.661195190939964). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-382.457182247551430 > -386.646267243205216). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-384.665884540509239 > -387.125381646053199). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-235.987881601416035 > -238.019750840494055). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-191.122115834513494 > -193.982192576026421). You may want to try with a higher value of support_fraction (current value: 0.645).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-191.122115834513494 > -193.982192576026421). You may want to try with a higher value of support_fraction (current value: 0.645).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-271.604887719185001 > -272.493884768803980). You may want to try with a higher value of support_fraction (current value: 0.661).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-270.568854200688577 > -272.612900311162264). You may want to try with a higher value of support_fraction (current value: 0.661).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-270.993181968035799 > -273.140971321528582). You may want to try with a higher value of support_fraction (current value: 0.661).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-271.604887719185001 > -272.493884768803980). You may want to try with a higher value of support_fraction (current value: 0.661).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-270.568854200688577 > -272.612900311162264). You may want to try with a higher value of support_fraction (current value: 0.661).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-270.993181968035799 > -273.140971321528582). You may want to try with a higher value of support_fraction (current value: 0.661).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-277.580114784086788 > -277.726329081786389). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-277.237062139416309 > -278.822393598211079). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-254.744089943070065 > -255.785372987393714). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-241.887756363072896 > -243.295694090249498). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-224.745121227101805 > -224.980779655332611). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-250.771424929414536 > -253.087685807606846). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-222.341364730832765 > -223.941155927510323). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-246.643068373587312 > -247.924522655278309). You may want to try with a higher value of support_fraction (current value: 0.710).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-246.643068373587312 > -247.924522655278309). You may want to try with a higher value of support_fraction (current value: 0.710).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-279.817861316693609 > -279.838431696319674). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-276.599147890544430 > -303.413809905955532). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-275.822753231758611 > -302.053060193941576). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-276.599147890544430 > -303.413809905955532). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-275.822753231758611 > -302.053060193941576). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-286.637019745838415 > -289.947967314090477). You may want to try with a higher value of support_fraction (current value: 0.765).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-315.284713735376499 > -315.345851312781292). You may want to try with a higher value of support_fraction (current value: 0.765).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-320.108473172439460 > -323.111268073899964). You may want to try with a higher value of support_fraction (current value: 0.765).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-312.858804586284066 > -315.832925655905456). You may want to try with a higher value of support_fraction (current value: 0.765).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-291.228741565507335 > -294.253622400801191). You may want to try with a higher value of support_fraction (current value: 0.765).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-361.297571548250119 > -365.259011202140300). You may want to try with a higher value of support_fraction (current value: 0.794).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-361.297571548250119 > -365.259011202140300). You may want to try with a higher value of support_fraction (current value: 0.794).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-361.297571548250119 > -365.259011202140300). You may want to try with a higher value of support_fraction (current value: 0.794).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-361.297571548250119 > -365.259011202140300). You may want to try with a higher value of support_fraction (current value: 0.794).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-361.297571548250119 > -365.259011202140300). You may want to try with a higher value of support_fraction (current value: 0.794).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-361.297571548250119 > -365.259011202140300). You may want to try with a higher value of support_fraction (current value: 0.794).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-361.297571548250119 > -365.259011202140300). You may want to try with a higher value of support_fraction (current value: 0.794).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-361.297571548250119 > -365.259011202140300). You may want to try with a higher value of support_fraction (current value: 0.794).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-361.297571548250119 > -365.259011202140300). You may want to try with a higher value of support_fraction (current value: 0.794).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-361.297571548250119 > -365.259011202140300). You may want to try with a higher value of support_fraction (current value: 0.794).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-361.297571548250119 > -365.259011202140300). You may want to try with a higher value of support_fraction (current value: 0.794).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-361.297571548250119 > -365.259011202140300). You may want to try with a higher value of support_fraction (current value: 0.794).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-361.297571548250119 > -365.259011202140300). You may want to try with a higher value of support_fraction (current value: 0.794).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-361.297571548250119 > -365.259011202140300). You may want to try with a higher value of support_fraction (current value: 0.794).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-361.297571548250119 > -365.259011202140300). You may want to try with a higher value of support_fraction (current value: 0.794).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-361.297571548250119 > -365.259011202140300). You may want to try with a higher value of support_fraction (current value: 0.794).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-217.240715289126342 > -218.552861022346804). You may want to try with a higher value of support_fraction (current value: 0.721).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-213.065923735496398 > -213.689740140260795). You may want to try with a higher value of support_fraction (current value: 0.721).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-238.277476994652318 > -238.307499104665368). You may want to try with a higher value of support_fraction (current value: 0.721).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-217.240715289126342 > -218.552861022346804). You may want to try with a higher value of support_fraction (current value: 0.721).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-213.065923735496398 > -213.689740140260795). You may want to try with a higher value of support_fraction (current value: 0.721).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-238.277476994652318 > -238.307499104665368). You may want to try with a higher value of support_fraction (current value: 0.721).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-285.805083436958625 > -288.607271380349459). You may want to try with a higher value of support_fraction (current value: 0.679).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-285.805083436958625 > -288.607271380349459). You may want to try with a higher value of support_fraction (current value: 0.679).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-285.805083436958625 > -288.607271380349459). You may want to try with a higher value of support_fraction (current value: 0.679).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-285.805083436958625 > -288.607271380349459). You may want to try with a higher value of support_fraction (current value: 0.679).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-285.805083436958625 > -288.607271380349459). You may want to try with a higher value of support_fraction (current value: 0.679).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-285.805083436958625 > -288.607271380349459). You may want to try with a higher value of support_fraction (current value: 0.679).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-285.805083436958625 > -288.607271380349459). You may want to try with a higher value of support_fraction (current value: 0.679).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-285.805083436958625 > -288.607271380349459). You may want to try with a higher value of support_fraction (current value: 0.679).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-285.805083436958625 > -288.607271380349459). You may want to try with a higher value of support_fraction (current value: 0.679).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-285.805083436958625 > -288.607271380349459). You may want to try with a higher value of support_fraction (current value: 0.679).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-285.805083436958625 > -288.607271380349459). You may want to try with a higher value of support_fraction (current value: 0.679).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-285.805083436958625 > -288.607271380349459). You may want to try with a higher value of support_fraction (current value: 0.679).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-285.805083436958625 > -288.607271380349459). You may want to try with a higher value of support_fraction (current value: 0.679).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-285.805083436958625 > -288.607271380349459). You may want to try with a higher value of support_fraction (current value: 0.679).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-285.805083436958625 > -288.607271380349459). You may want to try with a higher value of support_fraction (current value: 0.679).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-301.096363795467255 > -301.435614120894684). You may want to try with a higher value of support_fraction (current value: 0.660).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-279.039499894008600 > -283.917677278641747). You may want to try with a higher value of support_fraction (current value: 0.660).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-138.568223521383629 > -138.855905593836212). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-138.568223521383629 > -138.855905593836212). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-138.568223521383629 > -138.855905593836212). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-138.568223521383629 > -138.855905593836212). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-138.568223521383629 > -138.855905593836212). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-264.848911460587772 > -264.990191531445760). You may want to try with a higher value of support_fraction (current value: 0.614).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-239.695912732087095 > -239.918541760085560). You may want to try with a higher value of support_fraction (current value: 0.614).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-264.848911460587772 > -264.990191531445760). You may want to try with a higher value of support_fraction (current value: 0.614).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-239.695912732087095 > -239.918541760085560). You may want to try with a higher value of support_fraction (current value: 0.614).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-264.848911460587772 > -264.990191531445760). You may want to try with a higher value of support_fraction (current value: 0.614).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-239.695912732087095 > -239.918541760085560). You may want to try with a higher value of support_fraction (current value: 0.614).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-264.848911460587772 > -264.990191531445760). You may want to try with a higher value of support_fraction (current value: 0.614).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-239.695912732087095 > -239.918541760085560). You may want to try with a higher value of support_fraction (current value: 0.614).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-264.848911460587772 > -264.990191531445760). You may want to try with a higher value of support_fraction (current value: 0.614).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-239.695912732087095 > -239.918541760085560). You may want to try with a higher value of support_fraction (current value: 0.614).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-264.848911460587772 > -264.990191531445760). You may want to try with a higher value of support_fraction (current value: 0.614).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-239.695912732087095 > -239.918541760085560). You may want to try with a higher value of support_fraction (current value: 0.614).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-264.848911460587772 > -264.990191531445760). You may want to try with a higher value of support_fraction (current value: 0.614).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-239.695912732087095 > -239.918541760085560). You may want to try with a higher value of support_fraction (current value: 0.614).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-264.848911460587772 > -264.990191531445760). You may want to try with a higher value of support_fraction (current value: 0.614).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-239.695912732087095 > -239.918541760085560). You may want to try with a higher value of support_fraction (current value: 0.614).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-264.848911460587772 > -264.990191531445760). You may want to try with a higher value of support_fraction (current value: 0.614).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-239.695912732087095 > -239.918541760085560). You may want to try with a higher value of support_fraction (current value: 0.614).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-264.848911460587772 > -264.990191531445760). You may want to try with a higher value of support_fraction (current value: 0.614).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-239.695912732087095 > -239.918541760085560). You may want to try with a higher value of support_fraction (current value: 0.614).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-264.848911460587772 > -264.990191531445760). You may want to try with a higher value of support_fraction (current value: 0.614).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-239.695912732087095 > -239.918541760085560). You may want to try with a higher value of support_fraction (current value: 0.614).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-264.848911460587772 > -264.990191531445760). You may want to try with a higher value of support_fraction (current value: 0.614).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-239.695912732087095 > -239.918541760085560). You may want to try with a higher value of support_fraction (current value: 0.614).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-241.557624170452186 > -242.234586506447869). You may want to try with a higher value of support_fraction (current value: 0.705).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-244.693040991116618 > -245.911360056533709). You may want to try with a higher value of support_fraction (current value: 0.705).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-242.257987083025455 > -245.007364364291220). You may want to try with a higher value of support_fraction (current value: 0.705).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-214.538479930746263 > -214.827461377894565). You may want to try with a higher value of support_fraction (current value: 0.705).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-242.908261104297736 > -243.391737437764903). You may want to try with a higher value of support_fraction (current value: 0.705).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-241.557624170452186 > -242.234586506447869). You may want to try with a higher value of support_fraction (current value: 0.705).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-244.693040991116618 > -245.911360056533709). You may want to try with a higher value of support_fraction (current value: 0.705).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-242.257987083025455 > -245.007364364291220). You may want to try with a higher value of support_fraction (current value: 0.705).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-214.538479930746263 > -214.827461377894565). You may want to try with a higher value of support_fraction (current value: 0.705).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-242.908261104297736 > -243.391737437764903). You may want to try with a higher value of support_fraction (current value: 0.705).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-241.557624170452186 > -242.234586506447869). You may want to try with a higher value of support_fraction (current value: 0.705).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-244.693040991116618 > -245.911360056533709). You may want to try with a higher value of support_fraction (current value: 0.705).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-242.257987083025455 > -245.007364364291220). You may want to try with a higher value of support_fraction (current value: 0.705).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-214.538479930746263 > -214.827461377894565). You may want to try with a higher value of support_fraction (current value: 0.705).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-242.908261104297736 > -243.391737437764903). You may want to try with a higher value of support_fraction (current value: 0.705).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-198.748636545736304 > -201.604901398257198). You may want to try with a higher value of support_fraction (current value: 0.705).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-283.095409561652048 > -284.141526467680421). You may want to try with a higher value of support_fraction (current value: 0.705).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-337.971076136397357 > -338.709771135763162). You may want to try with a higher value of support_fraction (current value: 0.705).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-253.195862343436090 > -253.772972657667140). You may want to try with a higher value of support_fraction (current value: 0.705).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-286.022702188167784 > -286.467588586771001). You may want to try with a higher value of support_fraction (current value: 0.727).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-288.290885756078978 > -291.580729538108187). You may want to try with a higher value of support_fraction (current value: 0.727).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-266.885045173011974 > -267.660593750429541). You may want to try with a higher value of support_fraction (current value: 0.727).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-288.863966257700440 > -290.538343661641022). You may want to try with a higher value of support_fraction (current value: 0.727).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-333.302325191566524 > -333.612533659808832). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-359.725013227706484 > -360.738159909334399). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-311.594321485886894 > -312.678913829400244). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-387.012575490114614 > -389.914059193287301). You may want to try with a higher value of support_fraction (current value: 0.818).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-398.273158020996391 > -398.912600854672519). You may want to try with a higher value of support_fraction (current value: 0.818).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-420.782752682337104 > -421.853612665269509). You may want to try with a higher value of support_fraction (current value: 0.818).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-398.300801056226931 > -398.350439450434806). You may want to try with a higher value of support_fraction (current value: 0.841).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-475.434561500194377 > -478.732886035540616). You may want to try with a higher value of support_fraction (current value: 0.841).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-419.123768567473860 > -421.615936975678380). You may want to try with a higher value of support_fraction (current value: 0.841).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-398.300801056226931 > -398.350439450434806). You may want to try with a higher value of support_fraction (current value: 0.841).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-475.434561500194377 > -478.732886035540616). You may want to try with a higher value of support_fraction (current value: 0.841).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-419.123768567473860 > -421.615936975678380). You may want to try with a higher value of support_fraction (current value: 0.841).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-421.738039518301832 > -422.153682760392655). You may want to try with a higher value of support_fraction (current value: 0.864).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-446.947707527647424 > -449.786471476916063). You may want to try with a higher value of support_fraction (current value: 0.864).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-393.388713567858531 > -394.463179635846927). You may want to try with a higher value of support_fraction (current value: 0.864).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-445.497009157525440 > -451.434202483724448). You may want to try with a higher value of support_fraction (current value: 0.864).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-338.138265786254806 > -338.985152863708038). You may want to try with a higher value of support_fraction (current value: 0.864).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-478.590922591638957 > -479.038156424962267). You may want to try with a higher value of support_fraction (current value: 0.864).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-421.738039518301832 > -422.153682760392655). You may want to try with a higher value of support_fraction (current value: 0.864).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-446.947707527647424 > -449.786471476916063). You may want to try with a higher value of support_fraction (current value: 0.864).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-393.388713567858531 > -394.463179635846927). You may want to try with a higher value of support_fraction (current value: 0.864).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-445.497009157525440 > -451.434202483724448). You may want to try with a higher value of support_fraction (current value: 0.864).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-338.138265786254806 > -338.985152863708038). You may want to try with a higher value of support_fraction (current value: 0.864).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-478.590922591638957 > -479.038156424962267). You may want to try with a higher value of support_fraction (current value: 0.864).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-437.699340252112620 > -438.245760962777354). You may want to try with a higher value of support_fraction (current value: 0.886).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-406.284242864545263 > -407.828045892050966). You may want to try with a higher value of support_fraction (current value: 0.886).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-410.788868024909959 > -415.958887889562163). You may want to try with a higher value of support_fraction (current value: 0.886).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-382.368419522871648 > -383.297726988611828). You may want to try with a higher value of support_fraction (current value: 0.886).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-436.657572658196386 > -438.249153920156971). You may want to try with a higher value of support_fraction (current value: 0.886).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-437.699340252112620 > -438.245760962777354). You may want to try with a higher value of support_fraction (current value: 0.886).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-406.284242864545263 > -407.828045892050966). You may want to try with a higher value of support_fraction (current value: 0.886).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-410.788868024909959 > -415.958887889562163). You may want to try with a higher value of support_fraction (current value: 0.886).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-382.368419522871648 > -383.297726988611828). You may want to try with a higher value of support_fraction (current value: 0.886).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-436.657572658196386 > -438.249153920156971). You may want to try with a higher value of support_fraction (current value: 0.886).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-437.196146499522399 > -437.228143282802819). You may want to try with a higher value of support_fraction (current value: 0.881).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-412.281641720874177 > -414.378986528250550). You may want to try with a higher value of support_fraction (current value: 0.881).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-435.777487602492670 > -437.608051110968518). You may want to try with a higher value of support_fraction (current value: 0.881).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-465.963767738461968 > -467.930433604871041). You may want to try with a higher value of support_fraction (current value: 0.881).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-409.405287129163185 > -410.524097462031420). You may want to try with a higher value of support_fraction (current value: 0.881).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-420.700052955981107 > -421.847662302169283). You may want to try with a higher value of support_fraction (current value: 0.881).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-350.315267633731025 > -352.360515110248400). You may want to try with a higher value of support_fraction (current value: 0.881).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-340.631306175858185 > -343.735136338161283). You may want to try with a higher value of support_fraction (current value: 0.970).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-340.500885107988040 > -341.261884856566553). You may want to try with a higher value of support_fraction (current value: 0.970).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-313.315227966688894 > -313.816922259990065). You may want to try with a higher value of support_fraction (current value: 0.970).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-304.331936638854415 > -307.839865687861391). You may want to try with a higher value of support_fraction (current value: 0.939).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-327.809150365903122 > -328.386992692665899). You may want to try with a higher value of support_fraction (current value: 0.939).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-356.013319007322536 > -356.849464354319764). You may want to try with a higher value of support_fraction (current value: 0.939).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-304.331936638854415 > -307.839865687861391). You may want to try with a higher value of support_fraction (current value: 0.939).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-327.809150365903122 > -328.386992692665899). You may want to try with a higher value of support_fraction (current value: 0.939).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-356.013319007322536 > -356.849464354319764). You may want to try with a higher value of support_fraction (current value: 0.939).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-293.004523243213612 > -294.918141061523158). You may want to try with a higher value of support_fraction (current value: 0.939).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-293.742500696978652 > -293.766538260285756). You may want to try with a higher value of support_fraction (current value: 0.939).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-317.471575457327276 > -319.289398713764626). You may want to try with a higher value of support_fraction (current value: 0.939).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-292.798807283108488 > -293.495257097580634). You may want to try with a higher value of support_fraction (current value: 0.939).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-293.004523243213612 > -294.918141061523158). You may want to try with a higher value of support_fraction (current value: 0.939).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-293.742500696978652 > -293.766538260285756). You may want to try with a higher value of support_fraction (current value: 0.939).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-317.471575457327276 > -319.289398713764626). You may want to try with a higher value of support_fraction (current value: 0.939).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-292.798807283108488 > -293.495257097580634). You may want to try with a higher value of support_fraction (current value: 0.939).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-293.004523243213612 > -294.918141061523158). You may want to try with a higher value of support_fraction (current value: 0.939).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-293.742500696978652 > -293.766538260285756). You may want to try with a higher value of support_fraction (current value: 0.939).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-317.471575457327276 > -319.289398713764626). You may want to try with a higher value of support_fraction (current value: 0.939).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-292.798807283108488 > -293.495257097580634). You may want to try with a higher value of support_fraction (current value: 0.939).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-293.004523243213612 > -294.918141061523158). You may want to try with a higher value of support_fraction (current value: 0.939).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-293.742500696978652 > -293.766538260285756). You may want to try with a higher value of support_fraction (current value: 0.939).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-317.471575457327276 > -319.289398713764626). You may want to try with a higher value of support_fraction (current value: 0.939).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-292.798807283108488 > -293.495257097580634). You may want to try with a higher value of support_fraction (current value: 0.939).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-283.329380215657693 > -283.724034615984124). You may want to try with a higher value of support_fraction (current value: 0.909).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-283.329380215657693 > -283.724034615984124). You may want to try with a higher value of support_fraction (current value: 0.909).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-280.314388165213472 > -281.569698429201139). You may want to try with a higher value of support_fraction (current value: 0.879).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-281.414120807604263 > -283.018379617922051). You may want to try with a higher value of support_fraction (current value: 0.879).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-268.495931165293655 > -269.605643387643624). You may want to try with a higher value of support_fraction (current value: 0.879).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-267.925225736935829 > -268.432128346810941). You may want to try with a higher value of support_fraction (current value: 0.879).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-265.801045080584402 > -266.332513155670881). You may want to try with a higher value of support_fraction (current value: 0.879).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-263.924676830917690 > -264.337071605161896). You may want to try with a higher value of support_fraction (current value: 0.879).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-258.964820537460469 > -260.708049326293690). You may want to try with a higher value of support_fraction (current value: 0.879).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-257.513157647267008 > -257.910715089749658). You may want to try with a higher value of support_fraction (current value: 0.879).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-263.924676830917690 > -264.337071605161896). You may want to try with a higher value of support_fraction (current value: 0.879).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-258.964820537460469 > -260.708049326293690). You may want to try with a higher value of support_fraction (current value: 0.879).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-257.513157647267008 > -257.910715089749658). You may want to try with a higher value of support_fraction (current value: 0.879).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-357.463189851504467 > -357.548635713588510). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-361.657155969103997 > -364.520437407988993). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-301.552322805243307 > -302.959759924968239). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-281.402782998413159 > -281.798484825306616). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-280.160238813224908 > -281.962122057195074). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-206.812916664536175 > -209.646130018032437). You may want to try with a higher value of support_fraction (current value: 0.781).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-206.826167806790153 > -206.946984945432490). You may want to try with a higher value of support_fraction (current value: 0.781).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-207.693623228075353 > -209.918851034526938). You may want to try with a higher value of support_fraction (current value: 0.781).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-209.522513768742499 > -210.614784738576759). You may want to try with a higher value of support_fraction (current value: 0.781).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-206.812916664536175 > -209.646130018032437). You may want to try with a higher value of support_fraction (current value: 0.781).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-206.826167806790153 > -206.946984945432490). You may want to try with a higher value of support_fraction (current value: 0.781).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-207.693623228075353 > -209.918851034526938). You may want to try with a higher value of support_fraction (current value: 0.781).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-209.522513768742499 > -210.614784738576759). You may want to try with a higher value of support_fraction (current value: 0.781).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-236.069776270943919 > -237.475199986631651). You may want to try with a higher value of support_fraction (current value: 0.775).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-299.639486322465302 > -300.296043784884148). You may want to try with a higher value of support_fraction (current value: 0.775).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-245.083467201777410 > -246.354817014044016). You may want to try with a higher value of support_fraction (current value: 0.775).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-286.413492856341804 > -286.984270582841816). You may want to try with a higher value of support_fraction (current value: 0.775).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-286.791411259033509 > -288.607796173087422). You may want to try with a higher value of support_fraction (current value: 0.775).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-236.069776270943919 > -237.475199986631651). You may want to try with a higher value of support_fraction (current value: 0.775).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-299.639486322465302 > -300.296043784884148). You may want to try with a higher value of support_fraction (current value: 0.775).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-245.083467201777410 > -246.354817014044016). You may want to try with a higher value of support_fraction (current value: 0.775).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-286.413492856341804 > -286.984270582841816). You may want to try with a higher value of support_fraction (current value: 0.775).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-286.791411259033509 > -288.607796173087422). You may want to try with a higher value of support_fraction (current value: 0.775).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-334.309415824233497 > -334.333271392994959). You may want to try with a higher value of support_fraction (current value: 0.731).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-362.724476092709210 > -364.073822377835313). You may want to try with a higher value of support_fraction (current value: 0.731).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-385.472079760363499 > -388.190439155845525). You may want to try with a higher value of support_fraction (current value: 0.731).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-362.467159864488565 > -367.056235087524840). You may want to try with a higher value of support_fraction (current value: 0.731).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-334.309415824233497 > -334.333271392994959). You may want to try with a higher value of support_fraction (current value: 0.731).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-362.724476092709210 > -364.073822377835313). You may want to try with a higher value of support_fraction (current value: 0.731).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-385.472079760363499 > -388.190439155845525). You may want to try with a higher value of support_fraction (current value: 0.731).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-362.467159864488565 > -367.056235087524840). You may want to try with a higher value of support_fraction (current value: 0.731).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-420.186891359916615 > -422.379206431050022). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-487.982239897727823 > -490.009059118521293). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-516.703973726079766 > -516.909207311769364). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-420.186891359916615 > -422.379206431050022). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-487.982239897727823 > -490.009059118521293). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-516.703973726079766 > -516.909207311769364). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-523.513006495437025 > -606.201686882427680). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-547.475614315940334 > -548.778571987846590). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-547.656553606073999 > -548.037791586464095). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-522.297928138464727 > -523.523558600528077). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-439.718737894687649 > -647.453399709565360). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-546.732810350101204 > -548.110290949476962). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-501.749974910933531 > -579.907371697985354). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-526.435308297070264 > -530.411632333445482). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-501.749974910933531 > -579.907371697985354). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-526.435308297070264 > -530.411632333445482). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-478.279309906492244 > -481.692890374870785). You may want to try with a higher value of support_fraction (current value: 0.719).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-446.657559945054174 > -448.350276697996776). You may want to try with a higher value of support_fraction (current value: 0.719).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-418.987772351457920 > -421.317507760302476). You may want to try with a higher value of support_fraction (current value: 0.719).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-448.955820915138474 > -452.123188104732492). You may want to try with a higher value of support_fraction (current value: 0.719).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-478.279309906492244 > -481.692890374870785). You may want to try with a higher value of support_fraction (current value: 0.719).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-446.657559945054174 > -448.350276697996776). You may want to try with a higher value of support_fraction (current value: 0.719).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-418.987772351457920 > -421.317507760302476). You may want to try with a higher value of support_fraction (current value: 0.719).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-448.955820915138474 > -452.123188104732492). You may want to try with a higher value of support_fraction (current value: 0.719).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-475.842673890543495 > -476.316064744504502). You may want to try with a higher value of support_fraction (current value: 0.719).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-420.962164904087956 > -424.994826851449091). You may want to try with a higher value of support_fraction (current value: 0.719).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-447.770361551754206 > -448.846570899625078). You may want to try with a higher value of support_fraction (current value: 0.719).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-423.865190908855254 > -424.312839663303293). You may want to try with a higher value of support_fraction (current value: 0.719).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-389.239503115221112 > -389.402789160650684). You may want to try with a higher value of support_fraction (current value: 0.719).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-375.254044674290526 > -375.356486349360523). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-484.938525558700690 > -485.924446797151859). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-483.867333546017790 > -485.694130894064529). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-457.388164317394001 > -457.744749399200771). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-493.259787117872861 > -493.375426790165704). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-550.638374993121488 > -552.009539074027430). You may want to try with a higher value of support_fraction (current value: 0.708).
2026-06-03 04:37:32,140 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (9) compared to nearby probes (9) for probe 52703. MinCovDet requires more samples than features.
2026-06-03 04:37:32,141 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (9) compared to nearby probes (10) for probe 52704. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-499.369461872507145 > -556.393342270355561). You may want to try with a higher value of support_fraction (current value: 0.692).
2026-06-03 04:37:32,142 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (9) compared to nearby probes (11) for probe 52705. MinCovDet requires more samples than features.
2026-06-03 04:37:32,142 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (2) compared to nearby probes (11) for probe 52706. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-500.184334988235605 > -559.112705241649223). You may want to try with a higher value of support_fraction (current value: 0.692).
2026-06-03 04:37:32,142 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (2) compared to nearby probes (10) for probe 52707. MinCovDet requires more samples than features.
2026-06-03 04:37:32,143 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (2) compared to nearby probes (9) for probe 52708. MinCovDet requires more samples than features.
2026-06-03 04:37:32,143 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (2) compared to nearby probes (8) for probe 52709. MinCovDet requires more samples than features.
2026-06-03 04:37:32,144 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (2) compared to nearby probes (7) for probe 52710. MinCovDet requires more samples than features.
2026-06-03 04:37:32,144 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (2) compared to nearby probes (6) for probe 52711. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-489.179779302345139 > -506.199537336563651). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-455.191059780692171 > -536.652979501309119). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-514.225760968522422 > -569.298955988876855). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-453.838986125581869 > -531.550150540051618). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-476.717298226120249 > -478.633133162521403). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-400.289813425713476 > -431.149736614562187). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-429.441021952932431 > -430.573687961914459). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-356.996488943948350 > -357.497544228705578). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-217.545420178091774 > -218.927508728357026). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-296.229320298003131 > -297.011711140984630). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-217.422394613075596 > -222.525530499753188). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-219.217198344878796 > -220.499307433419773). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-200.131625385068446 > -200.753182150663065). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-200.506287418980293 > -201.376168911048040). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-186.954933437272075 > -323.384426079005721). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-228.110016365221327 > -248.139954407802179). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-200.506287418980293 > -201.376168911048040). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-186.954933437272075 > -323.384426079005721). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-228.110016365221327 > -248.139954407802179). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-206.159376245483031 > -207.025582417775723). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-255.428137452431912 > -270.821070110200424). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-206.159376245483031 > -207.025582417775723). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-255.428137452431912 > -270.821070110200424). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-262.349644109432404 > -263.242536174587372). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-262.349644109432404 > -263.242536174587372). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-244.620779514381383 > -246.448051749043344). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-244.620779514381383 > -246.448051749043344). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-272.135922210764477 > -314.843661871629536). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-251.830086363215941 > -252.692383337340743). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-224.010341600232948 > -224.589484901751149). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-14.458259112748959 > -49.486477179983574). You may want to try with a higher value of support_fraction (current value: 0.588).
2026-06-03 04:37:36,613 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (2) for probe 145731. MinCovDet requires more samples than features.
2026-06-03 04:37:36,614 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (2) for probe 145732. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.480010286577453 > -201.608047084929495). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-312.553745582393105 > -313.011122710868847). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-269.591128715447383 > -271.312667007203856). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-204.701187478695545 > -205.566300179769570). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.480010286577453 > -201.608047084929495). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-312.553745582393105 > -313.011122710868847). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-269.591128715447383 > -271.312667007203856). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-204.701187478695545 > -205.566300179769570). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.480010286577453 > -201.608047084929495). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-312.553745582393105 > -313.011122710868847). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-269.591128715447383 > -271.312667007203856). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-204.701187478695545 > -205.566300179769570). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.480010286577453 > -201.608047084929495). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-312.553745582393105 > -313.011122710868847). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-269.591128715447383 > -271.312667007203856). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-204.701187478695545 > -205.566300179769570). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.480010286577453 > -201.608047084929495). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-312.553745582393105 > -313.011122710868847). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-269.591128715447383 > -271.312667007203856). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-204.701187478695545 > -205.566300179769570). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.480010286577453 > -201.608047084929495). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-312.553745582393105 > -313.011122710868847). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-269.591128715447383 > -271.312667007203856). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-204.701187478695545 > -205.566300179769570). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.480010286577453 > -201.608047084929495). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-312.553745582393105 > -313.011122710868847). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-269.591128715447383 > -271.312667007203856). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-204.701187478695545 > -205.566300179769570). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.480010286577453 > -201.608047084929495). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-312.553745582393105 > -313.011122710868847). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-269.591128715447383 > -271.312667007203856). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-204.701187478695545 > -205.566300179769570). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.480010286577453 > -201.608047084929495). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-312.553745582393105 > -313.011122710868847). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-269.591128715447383 > -271.312667007203856). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-204.701187478695545 > -205.566300179769570). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.480010286577453 > -201.608047084929495). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-312.553745582393105 > -313.011122710868847). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-269.591128715447383 > -271.312667007203856). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-204.701187478695545 > -205.566300179769570). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.480010286577453 > -201.608047084929495). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-312.553745582393105 > -313.011122710868847). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-269.591128715447383 > -271.312667007203856). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-204.701187478695545 > -205.566300179769570). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.480010286577453 > -201.608047084929495). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-312.553745582393105 > -313.011122710868847). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-269.591128715447383 > -271.312667007203856). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-204.701187478695545 > -205.566300179769570). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.480010286577453 > -201.608047084929495). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-312.553745582393105 > -313.011122710868847). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-269.591128715447383 > -271.312667007203856). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-204.701187478695545 > -205.566300179769570). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-281.283067561528412 > -283.498924747473893). You may want to try with a higher value of support_fraction (current value: 0.721).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-335.790477835355205 > -337.469155571895499). You may want to try with a higher value of support_fraction (current value: 0.721).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-228.962355906291180 > -229.725608563468825). You may want to try with a higher value of support_fraction (current value: 0.721).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-308.357989254085112 > -309.681665516245346). You may want to try with a higher value of support_fraction (current value: 0.721).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-281.283067561528412 > -283.498924747473893). You may want to try with a higher value of support_fraction (current value: 0.721).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-396.581028562580173 > -397.316023037209163). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-397.763181504337524 > -399.713005759038651). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-401.361244492734500 > -402.468358112322392). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-335.790477835355205 > -337.469155571895499). You may want to try with a higher value of support_fraction (current value: 0.721).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-228.962355906291180 > -229.725608563468825). You may want to try with a higher value of support_fraction (current value: 0.721).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-308.357989254085112 > -309.681665516245346). You may want to try with a higher value of support_fraction (current value: 0.721).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-396.581028562580173 > -397.316023037209163). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-397.763181504337524 > -399.713005759038651). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-218.644634749679199 > -218.984749940097629). You may want to try with a higher value of support_fraction (current value: 0.744).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-401.361244492734500 > -402.468358112322392). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-225.986081452215160 > -228.918293503350441). You may want to try with a higher value of support_fraction (current value: 0.744).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-220.616685866680683 > -221.094164390796180). You may want to try with a higher value of support_fraction (current value: 0.744).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-222.303904615304702 > -222.709619904118966). You may want to try with a higher value of support_fraction (current value: 0.744).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-80.325656143343963 > -129.479469985336067). You may want to try with a higher value of support_fraction (current value: 0.581).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-107.399698307743364 > -107.898985239974962). You may want to try with a higher value of support_fraction (current value: 0.581).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-229.859064720847869 > -231.791270467641482). You may want to try with a higher value of support_fraction (current value: 0.756).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-234.091663240478994 > -234.096729471717708). You may want to try with a higher value of support_fraction (current value: 0.756).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-233.764989973807019 > -235.046345244626252). You may want to try with a higher value of support_fraction (current value: 0.756).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-255.213291433448092 > -259.945851276526014). You may want to try with a higher value of support_fraction (current value: 0.756).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-252.346663580581804 > -255.571991310315468). You may want to try with a higher value of support_fraction (current value: 0.756).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-226.459263532872825 > -226.785452497591308). You may want to try with a higher value of support_fraction (current value: 0.756).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-229.096457244726054 > -230.240199183195728). You may want to try with a higher value of support_fraction (current value: 0.756).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-226.184161222910575 > -226.188141658740903). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-285.990359140686849 > -286.213913559719970). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-286.933912049728292 > -288.333094043896608). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-289.503893340433876 > -291.566778413727661). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-226.184161222910575 > -226.188141658740903). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-285.990359140686849 > -286.213913559719970). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-286.933912049728292 > -288.333094043896608). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-289.503893340433876 > -291.566778413727661). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-370.927907885372406 > -372.577678684530383). You may want to try with a higher value of support_fraction (current value: 0.775).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-370.927907885372406 > -372.577678684530383). You may want to try with a higher value of support_fraction (current value: 0.775).
2026-06-03 04:37:38,663 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (20) compared to nearby probes (23) for probe 7545. MinCovDet requires more samples than features.
2026-06-03 04:37:38,664 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (21) for probe 7546. MinCovDet requires more samples than features.
2026-06-03 04:37:38,664 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (20) for probe 7547. MinCovDet requires more samples than features.
2026-06-03 04:37:38,664 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (21) for probe 7548. MinCovDet requires more samples than features.
2026-06-03 04:37:38,665 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (20) for probe 7549. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-582.295744358978709 > -582.778436188927799). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-583.060915938562857 > -584.271481795669388). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-580.906565145997661 > -582.180562520211424). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-581.801478294867593 > -583.392141621924793). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-582.295744358978709 > -582.778436188927799). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-583.060915938562857 > -584.271481795669388). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-580.906565145997661 > -582.180562520211424). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-581.801478294867593 > -583.392141621924793). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-582.295744358978709 > -582.778436188927799). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-583.060915938562857 > -584.271481795669388). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-580.906565145997661 > -582.180562520211424). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-581.801478294867593 > -583.392141621924793). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-527.675421907787040 > -528.362210158507537). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-527.675421907787040 > -528.362210158507537). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-527.675421907787040 > -528.362210158507537). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-527.675421907787040 > -528.362210158507537). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-527.675421907787040 > -528.362210158507537). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-527.675421907787040 > -528.362210158507537). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-438.458432005785085 > -439.221994445840721). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-470.478951175088810 > -474.407667023440297). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-467.957150664175401 > -470.758588473233090). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-471.288035975531841 > -471.657960656693433). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-438.458432005785085 > -439.221994445840721). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-470.478951175088810 > -474.407667023440297). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-467.957150664175401 > -470.758588473233090). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-471.288035975531841 > -471.657960656693433). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-422.631729431923702 > -443.666780140554806). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-394.319473028900688 > -394.741676365497142). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-422.631729431923702 > -443.666780140554806). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-394.319473028900688 > -394.741676365497142). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-314.585561025099651 > -317.558956126357998). You may want to try with a higher value of support_fraction (current value: 0.696).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-260.692644613134178 > -262.178911037059436). You may want to try with a higher value of support_fraction (current value: 0.696).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-282.765261348719946 > -285.905491503477265). You may want to try with a higher value of support_fraction (current value: 0.696).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-281.546787852315731 > -281.985352056311058). You may want to try with a higher value of support_fraction (current value: 0.696).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-258.320175427669597 > -258.481423521378247). You may want to try with a higher value of support_fraction (current value: 0.696).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-342.929776248368057 > -343.252500635261356). You may want to try with a higher value of support_fraction (current value: 0.696).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-314.585561025099651 > -317.558956126357998). You may want to try with a higher value of support_fraction (current value: 0.696).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-260.692644613134178 > -262.178911037059436). You may want to try with a higher value of support_fraction (current value: 0.696).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-282.765261348719946 > -285.905491503477265). You may want to try with a higher value of support_fraction (current value: 0.696).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-281.546787852315731 > -281.985352056311058). You may want to try with a higher value of support_fraction (current value: 0.696).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-258.320175427669597 > -258.481423521378247). You may want to try with a higher value of support_fraction (current value: 0.696).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-342.929776248368057 > -343.252500635261356). You may want to try with a higher value of support_fraction (current value: 0.696).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-334.416390728595786 > -334.785978899332918). You may want to try with a higher value of support_fraction (current value: 0.717).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-332.341683475962213 > -336.085623851124353). You may want to try with a higher value of support_fraction (current value: 0.717).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-352.698212141620502 > -352.999828148867209). You may want to try with a higher value of support_fraction (current value: 0.717).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-336.906871435732910 > -339.259164156582699). You may want to try with a higher value of support_fraction (current value: 0.717).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-334.416390728595786 > -334.785978899332918). You may want to try with a higher value of support_fraction (current value: 0.717).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-332.341683475962213 > -336.085623851124353). You may want to try with a higher value of support_fraction (current value: 0.717).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-352.698212141620502 > -352.999828148867209). You may want to try with a higher value of support_fraction (current value: 0.717).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-336.906871435732910 > -339.259164156582699). You may want to try with a higher value of support_fraction (current value: 0.717).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-429.959060919556748 > -431.013712769568826). You may want to try with a higher value of support_fraction (current value: 0.717).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-402.551578027046844 > -404.194610211285124). You may want to try with a higher value of support_fraction (current value: 0.717).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-373.468948138850067 > -373.726772910875127). You may want to try with a higher value of support_fraction (current value: 0.717).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-390.812169443760808 > -390.912019315651719). You may want to try with a higher value of support_fraction (current value: 0.717).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-331.553123489573522 > -333.135841082874492). You may want to try with a higher value of support_fraction (current value: 0.717).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-337.532200873428621 > -339.180825793751296). You may want to try with a higher value of support_fraction (current value: 0.717).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-483.187116522674160 > -484.512443175232136). You may want to try with a higher value of support_fraction (current value: 0.761).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-427.762267204295313 > -430.675049699682859). You may want to try with a higher value of support_fraction (current value: 0.761).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-457.967479334379277 > -458.127792038640564). You may want to try with a higher value of support_fraction (current value: 0.761).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-483.187116522674160 > -484.512443175232136). You may want to try with a higher value of support_fraction (current value: 0.761).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-427.762267204295313 > -430.675049699682859). You may want to try with a higher value of support_fraction (current value: 0.761).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-457.967479334379277 > -458.127792038640564). You may want to try with a higher value of support_fraction (current value: 0.761).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-492.727549162429170 > -494.766107893586138). You may want to try with a higher value of support_fraction (current value: 0.761).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-490.241466086173034 > -491.318549681018794). You may want to try with a higher value of support_fraction (current value: 0.761).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-497.428372999932833 > -497.485282823112072). You may want to try with a higher value of support_fraction (current value: 0.761).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-528.525855637944687 > -531.780716940927164). You may want to try with a higher value of support_fraction (current value: 0.761).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-495.067398267114356 > -495.360807244418936). You may want to try with a higher value of support_fraction (current value: 0.761).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-498.539959030076261 > -500.053315253161657). You may want to try with a higher value of support_fraction (current value: 0.761).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-431.691274370507585 > -432.940724917843625). You may want to try with a higher value of support_fraction (current value: 0.761).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-515.237987130543615 > -517.523342736454197). You may want to try with a higher value of support_fraction (current value: 0.761).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-496.026384461861198 > -500.568422317388809). You may want to try with a higher value of support_fraction (current value: 0.783).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-442.019088943849795 > -446.378039913837370). You may want to try with a higher value of support_fraction (current value: 0.783).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-505.574922761441428 > -507.904950700095412). You may want to try with a higher value of support_fraction (current value: 0.783).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-537.591988498347064 > -540.068632210021406). You may want to try with a higher value of support_fraction (current value: 0.783).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-549.003609982247553 > -549.696942774784361). You may want to try with a higher value of support_fraction (current value: 0.787).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-549.003609982247553 > -549.696942774784361). You may want to try with a higher value of support_fraction (current value: 0.787).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-548.543254120428060 > -549.644769349923081). You may want to try with a higher value of support_fraction (current value: 0.780).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-578.060760831645894 > -578.318774150023387). You may want to try with a higher value of support_fraction (current value: 0.780).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-548.543254120428060 > -549.644769349923081). You may want to try with a higher value of support_fraction (current value: 0.780).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-578.060760831645894 > -578.318774150023387). You may want to try with a higher value of support_fraction (current value: 0.780).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-700.210532396352050 > -700.323409579449617). You may want to try with a higher value of support_fraction (current value: 0.746).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-668.973582993272998 > -672.463612409746247). You may want to try with a higher value of support_fraction (current value: 0.746).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-701.568091898648731 > -704.795674105115495). You may want to try with a higher value of support_fraction (current value: 0.746).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-748.801132498667698 > -779.428380903892617). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-720.133125218440227 > -777.279765839212246). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-720.820827488143777 > -721.099991791314324). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-720.416519592136751 > -752.343719972004237). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-748.069856581189356 > -750.286896470882766). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-748.801132498667698 > -779.428380903892617). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-720.133125218440227 > -777.279765839212246). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-720.820827488143777 > -721.099991791314324). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-720.416519592136751 > -752.343719972004237). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-748.069856581189356 > -750.286896470882766). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-800.494400230607198 > -804.513803022194338). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-800.494400230607198 > -806.077211972925397). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-742.637972347898540 > -802.566871801919433). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-773.116499016763669 > -773.958260396767514). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-713.249786641637229 > -739.101781628083131). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-773.116499016763669 > -773.958260396767514). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-713.249786641637229 > -739.101781628083131). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-703.465527813506242 > -704.371398679541244). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-703.465527813506242 > -704.371398679541244). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-672.062150292860906 > -674.131410745049720). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-703.465527813506242 > -704.371398679541244). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-623.902589062599873 > -626.245179461042198). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-536.196797027794560 > -562.685144792002006). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-561.152949183681699 > -567.647325603621994). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-529.704937034777345 > -532.734238659146058). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-497.859131131735012 > -558.027917155804062). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-460.487809778561314 > -462.644923596896319). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-392.093444503263242 > -392.131930579141340). You may want to try with a higher value of support_fraction (current value: 0.677).
2026-06-03 04:37:40,039 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (4) compared to nearby probes (5) for probe 377368. MinCovDet requires more samples than features.
2026-06-03 04:37:40,040 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (4) compared to nearby probes (5) for probe 377369. MinCovDet requires more samples than features.
2026-06-03 04:37:40,040 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (4) compared to nearby probes (5) for probe 377370. MinCovDet requires more samples than features.
2026-06-03 04:37:40,041 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (4) compared to nearby probes (5) for probe 377371. MinCovDet requires more samples than features.
2026-06-03 04:37:40,041 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (4) compared to nearby probes (5) for probe 377372. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-35.975574868354528 > -55.683078323165368). You may want to try with a higher value of support_fraction (current value: 0.531).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-35.975574868354528 > -56.781690611833525). You may want to try with a higher value of support_fraction (current value: 0.531).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-35.975574868354528 > -55.219755032971037). You may want to try with a higher value of support_fraction (current value: 0.531).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-35.975574868354528 > -55.219755032971037). You may want to try with a higher value of support_fraction (current value: 0.531).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-35.975574868354528 > -55.219755032971037). You may want to try with a higher value of support_fraction (current value: 0.531).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-121.403376435270502 > -121.586295185284797). You may want to try with a higher value of support_fraction (current value: 0.597).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-121.403376435270502 > -121.586295185284797). You may want to try with a higher value of support_fraction (current value: 0.597).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-121.403376435270502 > -121.586295185284797). You may want to try with a higher value of support_fraction (current value: 0.597).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-121.403376435270502 > -121.586295185284797). You may want to try with a higher value of support_fraction (current value: 0.597).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-121.403376435270502 > -121.586295185284797). You may want to try with a higher value of support_fraction (current value: 0.597).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-121.403376435270502 > -121.586295185284797). You may want to try with a higher value of support_fraction (current value: 0.597).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-121.403376435270502 > -121.586295185284797). You may want to try with a higher value of support_fraction (current value: 0.597).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-121.403376435270502 > -121.586295185284797). You may want to try with a higher value of support_fraction (current value: 0.597).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-121.403376435270502 > -121.586295185284797). You may want to try with a higher value of support_fraction (current value: 0.597).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-121.403376435270502 > -121.586295185284797). You may want to try with a higher value of support_fraction (current value: 0.597).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-121.403376435270502 > -121.586295185284797). You may want to try with a higher value of support_fraction (current value: 0.597).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-192.185170230282637 > -192.876961674887838). You may want to try with a higher value of support_fraction (current value: 0.737).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-198.123582868955452 > -198.553190977309043). You may want to try with a higher value of support_fraction (current value: 0.737).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-193.198140094525286 > -194.692503908649400). You may want to try with a higher value of support_fraction (current value: 0.737).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-192.185170230282637 > -192.876961674887838). You may want to try with a higher value of support_fraction (current value: 0.737).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-198.123582868955452 > -198.553190977309043). You may want to try with a higher value of support_fraction (current value: 0.737).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-193.198140094525286 > -194.692503908649400). You may want to try with a higher value of support_fraction (current value: 0.737).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-214.524539906846854 > -219.486278042562105). You may want to try with a higher value of support_fraction (current value: 0.732).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-217.581832002475011 > -218.331535489707392). You may want to try with a higher value of support_fraction (current value: 0.732).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-212.167925318850649 > -212.742001338897666). You may want to try with a higher value of support_fraction (current value: 0.732).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-214.524539906846854 > -219.486278042562105). You may want to try with a higher value of support_fraction (current value: 0.732).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-217.581832002475011 > -218.331535489707392). You may want to try with a higher value of support_fraction (current value: 0.732).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-212.167925318850649 > -212.742001338897666). You may want to try with a higher value of support_fraction (current value: 0.732).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-219.599067031987630 > -220.883777963945164). You may want to try with a higher value of support_fraction (current value: 0.756).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-215.803561271768558 > -215.921364059170543). You may want to try with a higher value of support_fraction (current value: 0.756).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-213.695900919316671 > -213.823631951793431). You may want to try with a higher value of support_fraction (current value: 0.756).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-230.902657343437937 > -232.615612346898587). You may want to try with a higher value of support_fraction (current value: 0.780).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-283.073582831255862 > -284.646977423579017). You may want to try with a higher value of support_fraction (current value: 0.805).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-256.458811992293533 > -256.766296690966556). You may want to try with a higher value of support_fraction (current value: 0.805).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-283.073582831255862 > -284.646977423579017). You may want to try with a higher value of support_fraction (current value: 0.805).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-256.458811992293533 > -256.766296690966556). You may want to try with a higher value of support_fraction (current value: 0.805).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-278.357232765469462 > -278.931003698364464). You may want to try with a higher value of support_fraction (current value: 0.829).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-275.531840729851751 > -275.974103567711779). You may want to try with a higher value of support_fraction (current value: 0.829).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-275.748652595353633 > -277.581174622704339). You may want to try with a higher value of support_fraction (current value: 0.829).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-330.192373728053440 > -331.333735944247223). You may want to try with a higher value of support_fraction (current value: 0.829).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-278.357232765469462 > -278.931003698364464). You may want to try with a higher value of support_fraction (current value: 0.829).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-275.531840729851751 > -275.974103567711779). You may want to try with a higher value of support_fraction (current value: 0.829).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-275.748652595353633 > -277.581174622704339). You may want to try with a higher value of support_fraction (current value: 0.829).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-330.192373728053440 > -331.333735944247223). You may want to try with a higher value of support_fraction (current value: 0.829).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-369.404959954367541 > -370.911602667219540). You may want to try with a higher value of support_fraction (current value: 0.829).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-360.475486325934924 > -362.002790721069459). You may want to try with a higher value of support_fraction (current value: 0.829).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-289.038920915441963 > -291.114879313392748). You may want to try with a higher value of support_fraction (current value: 0.829).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-365.267348766918701 > -366.216626819880787). You may want to try with a higher value of support_fraction (current value: 0.829).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-363.084936674811502 > -365.494420704815752). You may want to try with a higher value of support_fraction (current value: 0.829).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-289.399790371972472 > -290.091213823484509). You may want to try with a higher value of support_fraction (current value: 0.854).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-290.175290260726172 > -293.727369828664905). You may want to try with a higher value of support_fraction (current value: 0.854).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-319.445061217600710 > -320.206586784077331). You may want to try with a higher value of support_fraction (current value: 0.854).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-379.782968579018643 > -382.440080613686746). You may want to try with a higher value of support_fraction (current value: 0.854).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-349.634599609480915 > -351.753764627278827). You may want to try with a higher value of support_fraction (current value: 0.854).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-357.121609793491530 > -357.145396753674788). You may want to try with a higher value of support_fraction (current value: 0.854).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-384.906000808344004 > -387.651419103412934). You may want to try with a higher value of support_fraction (current value: 0.854).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-414.309182884901929 > -417.109812403804938). You may want to try with a higher value of support_fraction (current value: 0.854).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-379.616860952189825 > -381.952464244618227). You may want to try with a higher value of support_fraction (current value: 0.854).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-407.904640818809128 > -410.403114840353624). You may want to try with a higher value of support_fraction (current value: 0.854).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-435.142429063433610 > -435.496896176299401). You may want to try with a higher value of support_fraction (current value: 0.878).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-439.316169821537642 > -440.203240859228117). You may want to try with a higher value of support_fraction (current value: 0.878).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-403.512588436970930 > -404.552254134471241). You may want to try with a higher value of support_fraction (current value: 0.878).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-467.454553726643553 > -468.056506013808757). You may want to try with a higher value of support_fraction (current value: 0.878).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-435.142429063433610 > -435.496896176299401). You may want to try with a higher value of support_fraction (current value: 0.878).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-439.316169821537642 > -440.203240859228117). You may want to try with a higher value of support_fraction (current value: 0.878).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-403.512588436970930 > -404.552254134471241). You may want to try with a higher value of support_fraction (current value: 0.878).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-467.454553726643553 > -468.056506013808757). You may want to try with a higher value of support_fraction (current value: 0.878).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-403.008291639275967 > -403.076555613400672). You may want to try with a higher value of support_fraction (current value: 0.878).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-377.087558504287870 > -381.622094124003297). You may want to try with a higher value of support_fraction (current value: 0.878).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-372.720320728792615 > -376.868677858808383). You may want to try with a higher value of support_fraction (current value: 0.878).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-428.958089345644112 > -432.705143735722686). You may want to try with a higher value of support_fraction (current value: 0.878).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-406.679253595745536 > -408.626269691493974). You may want to try with a higher value of support_fraction (current value: 0.878).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-403.008291639275967 > -403.076555613400672). You may want to try with a higher value of support_fraction (current value: 0.878).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-377.087558504287870 > -381.622094124003297). You may want to try with a higher value of support_fraction (current value: 0.878).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-372.720320728792615 > -376.868677858808383). You may want to try with a higher value of support_fraction (current value: 0.878).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-428.958089345644112 > -432.705143735722686). You may want to try with a higher value of support_fraction (current value: 0.878).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-406.679253595745536 > -408.626269691493974). You may want to try with a higher value of support_fraction (current value: 0.878).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-446.930709446269816 > -448.284176300018544). You may want to try with a higher value of support_fraction (current value: 0.830).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-446.863485128634352 > -447.559761897417843). You may want to try with a higher value of support_fraction (current value: 0.830).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-472.058593532397595 > -477.740825759500581). You may want to try with a higher value of support_fraction (current value: 0.830).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-540.047788917198545 > -540.456081834079214). You may want to try with a higher value of support_fraction (current value: 0.830).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-492.336613621747858 > -495.672262891378921). You may want to try with a higher value of support_fraction (current value: 0.826).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-497.514202343709144 > -498.354590182051879). You may want to try with a higher value of support_fraction (current value: 0.826).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-491.742278406663559 > -493.418735986837817). You may want to try with a higher value of support_fraction (current value: 0.826).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-358.060372142415758 > -358.153949513790849). You may want to try with a higher value of support_fraction (current value: 0.826).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-408.878913869208361 > -410.946340994706304). You may want to try with a higher value of support_fraction (current value: 0.826).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-538.474812635926469 > -539.268835106099459). You may want to try with a higher value of support_fraction (current value: 0.764).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-490.321600297742521 > -490.432245167697829). You may want to try with a higher value of support_fraction (current value: 0.764).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-564.884740657127736 > -567.323066437473813). You may want to try with a higher value of support_fraction (current value: 0.764).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-510.319346677573776 > -511.098600811823928). You may want to try with a higher value of support_fraction (current value: 0.764).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-507.952621448389209 > -508.798738077254200). You may want to try with a higher value of support_fraction (current value: 0.764).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-567.371719344530675 > -568.144836904066892). You may want to try with a higher value of support_fraction (current value: 0.764).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-498.098030450620513 > -498.558253514677517). You may want to try with a higher value of support_fraction (current value: 0.764).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-414.281178136953883 > -418.327448573514857). You may want to try with a higher value of support_fraction (current value: 0.764).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-495.761218237869457 > -497.396538917452858). You may want to try with a higher value of support_fraction (current value: 0.764).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-627.863107834720722 > -629.129233379629000). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-618.549601924015974 > -620.391838733705299). You may want to try with a higher value of support_fraction (current value: 0.723).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-502.092364888851307 > -503.926620153803412). You may want to try with a higher value of support_fraction (current value: 0.723).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-588.987196925574381 > -615.371516452342803). You may want to try with a higher value of support_fraction (current value: 0.723).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-590.693965905242521 > -591.357690923252335). You may want to try with a higher value of support_fraction (current value: 0.723).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-648.950180204573030 > -650.033795134565480). You may want to try with a higher value of support_fraction (current value: 0.723).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-618.549601924015974 > -620.391838733705299). You may want to try with a higher value of support_fraction (current value: 0.723).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-502.092364888851307 > -503.926620153803412). You may want to try with a higher value of support_fraction (current value: 0.723).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-588.987196925574381 > -615.371516452342803). You may want to try with a higher value of support_fraction (current value: 0.723).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-590.693965905242521 > -591.357690923252335). You may want to try with a higher value of support_fraction (current value: 0.723).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-648.950180204573030 > -650.033795134565480). You may want to try with a higher value of support_fraction (current value: 0.723).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-518.808634500206495 > -521.781045296630623). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-609.943603528493668 > -610.047052787520784). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-575.315088647072116 > -578.060529159291491). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-395.106490493767126 > -397.955858641820157). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-509.641024172519167 > -514.174907506907289). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-483.258567363645113 > -567.165297934301407). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-539.427754953340809 > -541.082890131349359). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-479.535059954025314 > -481.440210073543597). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-476.883407511925782 > -477.317029663823917). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-289.854597649526681 > -290.327430093649411). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-422.496837194609270 > -426.996115249497336). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-508.533258527793862 > -508.701789269951291). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-475.407908373603561 > -478.544638631919952). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-342.161587214360850 > -342.735237327467644). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-418.155095404289739 > -418.586889869909555). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-366.390762225203048 > -368.214770220948935). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-475.407908373603561 > -478.544638631919952). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-342.161587214360850 > -342.735237327467644). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-418.155095404289739 > -418.586889869909555). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-366.390762225203048 > -368.214770220948935). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-416.647082217745719 > -497.560651424779905). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-472.807178957831411 > -500.558578075452601). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-388.747923765019891 > -391.612255223296756). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-413.450708333323917 > -414.681064736355097). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-416.647082217745719 > -497.560651424779905). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-472.807178957831411 > -500.558578075452601). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-388.747923765019891 > -391.612255223296756). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-413.450708333323917 > -414.681064736355097). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-402.395379417686001 > -456.324210759662208). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-492.236862201090219 > -492.699508203673872). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-489.775004495763142 > -490.156280105287806). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-455.240670456809653 > -455.953843446472490). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-402.319311625289572 > -484.263366074012993). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-460.556151658573754 > -487.103917202827631). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-329.232202821669603 > -415.638038040742856). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-327.110234466358690 > -414.359290487188900). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-330.353502644822925 > -418.904591629291986). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-327.852303590883366 > -413.400004377195557). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-223.309672249816373 > -223.557186123037326). You may want to try with a higher value of support_fraction (current value: 0.677).
2026-06-03 04:37:56,860 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (4) compared to nearby probes (6) for probe 240339. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-337.758396923231487 > -339.686932273157879). You may want to try with a higher value of support_fraction (current value: 0.971).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-339.205352120538691 > -339.581170916688450). You may want to try with a higher value of support_fraction (current value: 0.971).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-337.226563080873461 > -337.513116960260163). You may want to try with a higher value of support_fraction (current value: 0.971).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-340.485677416533065 > -341.801004682803978). You may want to try with a higher value of support_fraction (current value: 0.971).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-345.737636070541100 > -348.199170180306794). You may want to try with a higher value of support_fraction (current value: 0.971).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-340.093240244855906 > -340.224025193702630). You may want to try with a higher value of support_fraction (current value: 0.971).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-329.056503301567204 > -329.260367450998785). You may want to try with a higher value of support_fraction (current value: 0.971).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-331.292265330452096 > -331.776863045436926). You may want to try with a higher value of support_fraction (current value: 0.971).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-330.727360032091781 > -334.003485425500003). You may want to try with a higher value of support_fraction (current value: 0.971).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-329.634533003332535 > -330.128306311696974). You may want to try with a higher value of support_fraction (current value: 0.971).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-332.302803173728933 > -332.384415694670508). You may want to try with a higher value of support_fraction (current value: 0.971).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-329.071485511740661 > -329.185529632096859). You may want to try with a higher value of support_fraction (current value: 0.971).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-329.097697527440857 > -330.978143345924423). You may want to try with a higher value of support_fraction (current value: 0.971).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-327.113716424020254 > -328.507261882559021). You may want to try with a higher value of support_fraction (current value: 0.971).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-329.823358907645456 > -330.499156235858322). You may want to try with a higher value of support_fraction (current value: 0.971).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-322.937160571567063 > -324.438535236423036). You may want to try with a higher value of support_fraction (current value: 0.970).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-323.490833833463796 > -323.915985859452633). You may want to try with a higher value of support_fraction (current value: 0.970).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-323.907697090749878 > -327.746824956431453). You may want to try with a higher value of support_fraction (current value: 0.970).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-320.975410494317543 > -321.807690458923901). You may want to try with a higher value of support_fraction (current value: 0.970).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-323.814746906172218 > -324.236576584112981). You may want to try with a higher value of support_fraction (current value: 0.970).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-322.259872366169816 > -326.480441243673454). You may want to try with a higher value of support_fraction (current value: 0.970).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-327.585261093721897 > -327.656299344782894). You may want to try with a higher value of support_fraction (current value: 0.970).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-323.384801757094863 > -323.907884440931923). You may want to try with a higher value of support_fraction (current value: 0.970).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-324.100558451984512 > -325.131428034975158). You may want to try with a higher value of support_fraction (current value: 0.970).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-330.250160241597996 > -330.605169657477461). You may want to try with a higher value of support_fraction (current value: 0.969).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-334.973745754336505 > -336.848047281410345). You may want to try with a higher value of support_fraction (current value: 0.969).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-328.905889389138963 > -331.508425586009992). You may want to try with a higher value of support_fraction (current value: 0.969).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-335.344282011225289 > -338.006020429913121). You may want to try with a higher value of support_fraction (current value: 0.969).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-328.208323973033941 > -330.179710369735915). You may want to try with a higher value of support_fraction (current value: 0.969).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-329.246268673297777 > -330.399675198544628). You may want to try with a higher value of support_fraction (current value: 0.969).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-330.128716924549337 > -332.156228303722628). You may want to try with a higher value of support_fraction (current value: 0.969).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-331.837495168764690 > -332.124143566218891). You may want to try with a higher value of support_fraction (current value: 0.969).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-330.737465197034510 > -330.949409968014834). You may want to try with a higher value of support_fraction (current value: 0.969).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-309.968938252049327 > -310.804946145042322). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-309.709013595852014 > -311.895361202137565). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-309.811067865332461 > -309.987006996492255). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-309.750705924614351 > -310.668728741352766). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-309.874883777542095 > -312.056034839485903). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-309.127643333053243 > -309.692333023888523). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-309.407452695836014 > -309.988192425656166). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-309.310833634128244 > -311.567112339057644). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-309.467943548356232 > -310.241637670046600). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-309.180577694818624 > -310.091338875917359). You may want to try with a higher value of support_fraction (current value: 1.000).
2026-06-03 04:37:58,900 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (25) compared to nearby probes (26) for probe 286472. MinCovDet requires more samples than features.
2026-06-03 04:37:58,901 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (25) compared to nearby probes (26) for probe 286473. MinCovDet requires more samples than features.
2026-06-03 04:37:58,901 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (25) compared to nearby probes (25) for probe 286474. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-11.683771428489273 > -49.537194876163340). You may want to try with a higher value of support_fraction (current value: 0.532).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-11.750025271528687 > -49.577899090606962). You may want to try with a higher value of support_fraction (current value: 0.532).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-11.750025271528687 > -49.577899090606962). You may want to try with a higher value of support_fraction (current value: 0.532).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-11.750025271528687 > -49.577899090606962). You may want to try with a higher value of support_fraction (current value: 0.532).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-11.750025271528687 > -49.577899090606962). You may want to try with a higher value of support_fraction (current value: 0.532).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-11.750025271528687 > -49.577899090606962). You may want to try with a higher value of support_fraction (current value: 0.532).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-11.750025271528687 > -49.577899090606962). You may want to try with a higher value of support_fraction (current value: 0.532).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-11.750025271528687 > -49.577899090606962). You may want to try with a higher value of support_fraction (current value: 0.532).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-11.750025271528687 > -49.577899090606962). You may want to try with a higher value of support_fraction (current value: 0.532).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-11.750025271528687 > -49.577899090606962). You may want to try with a higher value of support_fraction (current value: 0.532).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-11.750025271528687 > -49.577899090606962). You may want to try with a higher value of support_fraction (current value: 0.532).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-11.683771428489273 > -49.537194876163340). You may want to try with a higher value of support_fraction (current value: 0.532).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-11.750025271528687 > -49.577899090606962). You may want to try with a higher value of support_fraction (current value: 0.532).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-11.750025271528687 > -49.577899090606962). You may want to try with a higher value of support_fraction (current value: 0.532).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-11.750025271528687 > -49.577899090606962). You may want to try with a higher value of support_fraction (current value: 0.532).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-11.750025271528687 > -49.577899090606962). You may want to try with a higher value of support_fraction (current value: 0.532).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-11.750025271528687 > -49.577899090606962). You may want to try with a higher value of support_fraction (current value: 0.532).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-11.750025271528687 > -49.577899090606962). You may want to try with a higher value of support_fraction (current value: 0.532).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-11.750025271528687 > -49.577899090606962). You may want to try with a higher value of support_fraction (current value: 0.532).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-11.750025271528687 > -49.577899090606962). You may want to try with a higher value of support_fraction (current value: 0.532).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-11.750025271528687 > -49.577899090606962). You may want to try with a higher value of support_fraction (current value: 0.532).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-11.750025271528687 > -49.577899090606962). You may want to try with a higher value of support_fraction (current value: 0.532).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-76.823640134499570 > -133.282686662428375). You may want to try with a higher value of support_fraction (current value: 0.617).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-76.823640134499570 > -133.282686662428375). You may want to try with a higher value of support_fraction (current value: 0.617).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-75.557524520696276 > -137.242468488605965). You may want to try with a higher value of support_fraction (current value: 0.617).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-53.622585921104530 > -118.168519508910407). You may want to try with a higher value of support_fraction (current value: 0.600).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-14.075796433193290 > -48.138752181979115). You may want to try with a higher value of support_fraction (current value: 0.552).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-14.068729765733055 > -50.685807054125881). You may want to try with a higher value of support_fraction (current value: 0.552).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-14.068150467825690 > -50.628729917864732). You may want to try with a higher value of support_fraction (current value: 0.552).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-14.068150467825690 > -50.628729917864732). You may want to try with a higher value of support_fraction (current value: 0.552).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-14.068150467825690 > -50.628729917864732). You may want to try with a higher value of support_fraction (current value: 0.552).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-14.068150467825690 > -50.628729917864732). You may want to try with a higher value of support_fraction (current value: 0.552).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-14.068150467825690 > -50.628729917864732). You may want to try with a higher value of support_fraction (current value: 0.552).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-14.068150467825690 > -50.628729917864732). You may want to try with a higher value of support_fraction (current value: 0.552).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-14.068150467825690 > -50.628729917864732). You may want to try with a higher value of support_fraction (current value: 0.552).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-14.068150467825690 > -50.628729917864732). You may want to try with a higher value of support_fraction (current value: 0.552).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-14.068150467825690 > -50.628729917864732). You may want to try with a higher value of support_fraction (current value: 0.552).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-14.068150467825690 > -50.628729917864732). You may want to try with a higher value of support_fraction (current value: 0.552).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-14.075796433193290 > -48.138752181979115). You may want to try with a higher value of support_fraction (current value: 0.552).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-14.068729765733055 > -50.685807054125881). You may want to try with a higher value of support_fraction (current value: 0.552).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-14.068150467825690 > -50.628729917864732). You may want to try with a higher value of support_fraction (current value: 0.552).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-14.068150467825690 > -50.628729917864732). You may want to try with a higher value of support_fraction (current value: 0.552).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-14.068150467825690 > -50.628729917864732). You may want to try with a higher value of support_fraction (current value: 0.552).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-14.068150467825690 > -50.628729917864732). You may want to try with a higher value of support_fraction (current value: 0.552).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-14.068150467825690 > -50.628729917864732). You may want to try with a higher value of support_fraction (current value: 0.552).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-14.068150467825690 > -50.628729917864732). You may want to try with a higher value of support_fraction (current value: 0.552).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-14.068150467825690 > -50.628729917864732). You may want to try with a higher value of support_fraction (current value: 0.552).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-14.068150467825690 > -50.628729917864732). You may want to try with a higher value of support_fraction (current value: 0.552).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-14.068150467825690 > -50.628729917864732). You may want to try with a higher value of support_fraction (current value: 0.552).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-14.068150467825690 > -50.628729917864732). You may want to try with a higher value of support_fraction (current value: 0.552).
2026-06-03 04:38:08,206 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (2) for probe 55751. MinCovDet requires more samples than features.
2026-06-03 04:38:08,207 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (2) for probe 55752. MinCovDet requires more samples than features.
2026-06-03 04:38:08,207 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (2) for probe 55753. MinCovDet requires more samples than features.
2026-06-03 04:38:08,207 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (2) for probe 55754. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
2026-06-03 04:38:10,670 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (18) for probe 287426. MinCovDet requires more samples than features.
2026-06-03 04:38:10,671 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (18) for probe 287427. MinCovDet requires more samples than features.
2026-06-03 04:38:10,671 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (18) for probe 287428. MinCovDet requires more samples than features.
2026-06-03 04:38:10,672 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (18) for probe 287429. MinCovDet requires more samples than features.
2026-06-03 04:38:10,672 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (18) for probe 287430. MinCovDet requires more samples than features.
2026-06-03 04:38:10,672 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (18) for probe 287431. MinCovDet requires more samples than features.
2026-06-03 04:38:10,673 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (18) for probe 287432. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-556.639746406266909 > -556.792874335505189). You may want to try with a higher value of support_fraction (current value: 0.727).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-513.736383570920907 > -516.661164609471257). You may want to try with a higher value of support_fraction (current value: 0.756).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-513.736383570920907 > -516.661164609471257). You may want to try with a higher value of support_fraction (current value: 0.756).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-466.574051868428057 > -468.088370576722070). You may want to try with a higher value of support_fraction (current value: 0.778).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-467.892013196811092 > -467.992624185955776). You may want to try with a higher value of support_fraction (current value: 0.778).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-474.545180482261287 > -475.533676434690165). You may want to try with a higher value of support_fraction (current value: 0.778).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-474.458354746294674 > -476.470757266640248). You may want to try with a higher value of support_fraction (current value: 0.778).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-474.662382680705434 > -478.059065605132275). You may want to try with a higher value of support_fraction (current value: 0.778).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-504.367945192431478 > -506.296865525150281). You may want to try with a higher value of support_fraction (current value: 0.778).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-424.890822566791542 > -425.970571674397661). You may want to try with a higher value of support_fraction (current value: 0.756).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-424.115895845632508 > -424.148486729245064). You may want to try with a higher value of support_fraction (current value: 0.756).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-459.228777250239318 > -460.446714141355415). You may want to try with a higher value of support_fraction (current value: 0.756).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-424.890822566791542 > -425.970571674397661). You may want to try with a higher value of support_fraction (current value: 0.756).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-424.115895845632508 > -424.148486729245064). You may want to try with a higher value of support_fraction (current value: 0.756).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-459.228777250239318 > -460.446714141355415). You may want to try with a higher value of support_fraction (current value: 0.756).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-424.890822566791542 > -425.970571674397661). You may want to try with a higher value of support_fraction (current value: 0.756).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-424.115895845632508 > -424.148486729245064). You may want to try with a higher value of support_fraction (current value: 0.756).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-459.228777250239318 > -460.446714141355415). You may want to try with a higher value of support_fraction (current value: 0.756).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-239.208216650061104 > -239.476196882102471). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-264.075168333593467 > -266.489520190401095). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-268.377721633183114 > -272.950731962189820). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-266.046796998699790 > -268.248362517797091). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-181.391237238016032 > -182.335723900943918). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-182.688469056304541 > -182.697047760003755). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-235.036785343381894 > -238.649455856982684). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-210.940403837647580 > -211.092470551726848). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-241.935049640669973 > -243.772891353097748). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-186.227792055008081 > -186.768906531870613). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-242.353095969008535 > -244.117164570751925). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-169.206115499822772 > -169.323071077721977). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-202.026297717743944 > -203.303718016751674). You may want to try with a higher value of support_fraction (current value: 0.806).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-205.167050109035159 > -205.617638094238146). You may want to try with a higher value of support_fraction (current value: 0.806).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-204.843918130769339 > -207.261395216776066). You may want to try with a higher value of support_fraction (current value: 0.806).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-216.827955939363818 > -218.135026454052905). You may want to try with a higher value of support_fraction (current value: 0.806).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-202.641386853730836 > -203.058927860341669). You may want to try with a higher value of support_fraction (current value: 0.806).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-211.820142204658424 > -213.198188124550768). You may want to try with a higher value of support_fraction (current value: 0.806).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-212.487662340899448 > -214.541888201006145). You may want to try with a higher value of support_fraction (current value: 0.806).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-202.026297717743944 > -203.303718016751674). You may want to try with a higher value of support_fraction (current value: 0.806).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-205.167050109035159 > -205.617638094238146). You may want to try with a higher value of support_fraction (current value: 0.806).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-204.843918130769339 > -207.261395216776066). You may want to try with a higher value of support_fraction (current value: 0.806).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-216.827955939363818 > -218.135026454052905). You may want to try with a higher value of support_fraction (current value: 0.806).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-202.641386853730836 > -203.058927860341669). You may want to try with a higher value of support_fraction (current value: 0.806).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-211.820142204658424 > -213.198188124550768). You may want to try with a higher value of support_fraction (current value: 0.806).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-212.487662340899448 > -214.541888201006145). You may want to try with a higher value of support_fraction (current value: 0.806).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-253.035717638766897 > -253.330762533816113). You may want to try with a higher value of support_fraction (current value: 0.839).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-253.044780379426385 > -255.167687543839634). You may want to try with a higher value of support_fraction (current value: 0.839).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-253.035717638766897 > -253.330762533816113). You may want to try with a higher value of support_fraction (current value: 0.839).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-253.044780379426385 > -255.167687543839634). You may want to try with a higher value of support_fraction (current value: 0.839).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-249.421841335445890 > -252.142908044716080). You may want to try with a higher value of support_fraction (current value: 0.871).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-303.017576632192743 > -303.234165376428734). You may want to try with a higher value of support_fraction (current value: 0.871).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-298.155986415923394 > -300.329130513442067). You may want to try with a higher value of support_fraction (current value: 0.871).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-297.143449877344665 > -297.539717022835873). You may want to try with a higher value of support_fraction (current value: 0.871).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-308.328258032566282 > -309.032977980751070). You may want to try with a higher value of support_fraction (current value: 0.871).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-298.222895200542894 > -299.041326637220664). You may want to try with a higher value of support_fraction (current value: 0.871).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-309.841913126338341 > -310.871413062639419). You may want to try with a higher value of support_fraction (current value: 0.903).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-311.088709515648077 > -311.393330338968951). You may want to try with a higher value of support_fraction (current value: 0.903).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-314.447064805678735 > -314.582607854221067). You may want to try with a higher value of support_fraction (current value: 0.903).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-309.518148678324962 > -310.133382290963937). You may want to try with a higher value of support_fraction (current value: 0.903).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-312.292095349874728 > -313.999662459465412). You may want to try with a higher value of support_fraction (current value: 0.903).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-353.258355015706059 > -355.173654075310708). You may want to try with a higher value of support_fraction (current value: 0.903).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-354.256843911525891 > -354.515118869725029). You may want to try with a higher value of support_fraction (current value: 0.903).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-347.286677596942468 > -348.574541104078662). You may want to try with a higher value of support_fraction (current value: 0.903).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-353.258355015706059 > -355.173654075310708). You may want to try with a higher value of support_fraction (current value: 0.903).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-354.256843911525891 > -354.515118869725029). You may want to try with a higher value of support_fraction (current value: 0.903).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-347.286677596942468 > -348.574541104078662). You may want to try with a higher value of support_fraction (current value: 0.903).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-410.411575972427897 > -411.151501755635991). You may want to try with a higher value of support_fraction (current value: 0.968).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-411.223566064127851 > -412.623277740712638). You may want to try with a higher value of support_fraction (current value: 0.968).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-411.159590893927998 > -412.412913741134730). You may want to try with a higher value of support_fraction (current value: 0.968).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-412.829772209649718 > -414.940402725669287). You may want to try with a higher value of support_fraction (current value: 0.968).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-410.677948534088841 > -411.963283782691349). You may want to try with a higher value of support_fraction (current value: 0.968).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-411.874946375169543 > -412.274387168513044). You may want to try with a higher value of support_fraction (current value: 0.968).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-410.411575972427897 > -411.151501755635991). You may want to try with a higher value of support_fraction (current value: 0.968).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-411.223566064127851 > -412.623277740712638). You may want to try with a higher value of support_fraction (current value: 0.968).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-411.159590893927998 > -412.412913741134730). You may want to try with a higher value of support_fraction (current value: 0.968).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-412.829772209649718 > -414.940402725669287). You may want to try with a higher value of support_fraction (current value: 0.968).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-410.677948534088841 > -411.963283782691349). You may want to try with a higher value of support_fraction (current value: 0.968).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-411.874946375169543 > -412.274387168513044). You may want to try with a higher value of support_fraction (current value: 0.968).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-396.004804254386841 > -397.778784781929403). You may want to try with a higher value of support_fraction (current value: 0.935).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-391.247067252190959 > -392.176885026021068). You may want to try with a higher value of support_fraction (current value: 0.935).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-398.233454371918981 > -402.438041757469136). You may want to try with a higher value of support_fraction (current value: 0.935).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-399.899741305015539 > -400.886527859874661). You may want to try with a higher value of support_fraction (current value: 0.935).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-397.479096099166668 > -398.994186744259139). You may want to try with a higher value of support_fraction (current value: 0.935).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-395.635722725512721 > -396.552252060999649). You may want to try with a higher value of support_fraction (current value: 0.935).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-398.069041823411510 > -403.316684355154393). You may want to try with a higher value of support_fraction (current value: 0.935).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-407.509738214663855 > -407.802151115235915). You may want to try with a higher value of support_fraction (current value: 0.968).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-408.046067854588443 > -408.315999356887460). You may want to try with a higher value of support_fraction (current value: 0.968).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-408.906351034196689 > -409.279375971106219). You may want to try with a higher value of support_fraction (current value: 0.968).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-408.576089708361565 > -409.846763117519743). You may want to try with a higher value of support_fraction (current value: 0.968).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-400.021527638579641 > -401.453933643660093). You may want to try with a higher value of support_fraction (current value: 0.968).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-405.881041604149573 > -408.839792554670794). You may want to try with a higher value of support_fraction (current value: 0.968).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-407.746151101159796 > -409.246190055040245). You may want to try with a higher value of support_fraction (current value: 0.968).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-398.606508940163280 > -399.273028823081461). You may want to try with a higher value of support_fraction (current value: 0.968).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-406.073037536652862 > -406.277592856619663). You may want to try with a higher value of support_fraction (current value: 0.968).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-392.490019079687272 > -393.806052509192284). You may want to try with a higher value of support_fraction (current value: 0.935).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-398.008008010151059 > -398.427365150394110). You may want to try with a higher value of support_fraction (current value: 0.935).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-397.175238618242361 > -398.194607183936512). You may want to try with a higher value of support_fraction (current value: 0.935).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-444.799762271195959 > -445.818301265453101). You may want to try with a higher value of support_fraction (current value: 0.968).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-445.391033444419236 > -446.933094209835360). You may want to try with a higher value of support_fraction (current value: 0.968).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-444.426636922842249 > -447.856196419207379). You may want to try with a higher value of support_fraction (current value: 0.968).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-443.496576170400999 > -446.000256505937784). You may want to try with a higher value of support_fraction (current value: 0.968).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-444.278477363743150 > -446.367318095842165). You may want to try with a higher value of support_fraction (current value: 0.968).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-542.562383659762304 > -543.005674448589389). You may want to try with a higher value of support_fraction (current value: 0.833).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-518.417959131441648 > -522.939190424259664). You may want to try with a higher value of support_fraction (current value: 0.833).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-541.895802647130722 > -542.710038094154811). You may want to try with a higher value of support_fraction (current value: 0.833).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-542.562383659762304 > -543.005674448589389). You may want to try with a higher value of support_fraction (current value: 0.833).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-518.417959131441648 > -522.939190424259664). You may want to try with a higher value of support_fraction (current value: 0.833).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-541.895802647130722 > -542.710038094154811). You may want to try with a higher value of support_fraction (current value: 0.833).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-496.772995139251407 > -498.294659358317631). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-544.898317488626731 > -546.539761605144463). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-488.557522076092141 > -492.974874615103374). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-525.637590496606776 > -527.846561863408397). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-496.772995139251407 > -498.294659358317631). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-544.898317488626731 > -546.539761605144463). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-488.557522076092141 > -492.974874615103374). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-525.637590496606776 > -527.846561863408397). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-437.386203537649806 > -437.729019492449765). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-520.066501854185276 > -522.460635970346971). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-517.115595454622166 > -518.344106365836183). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-554.680161702694363 > -554.760456693250944). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-560.184429733759316 > -561.268829342781828). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-490.414532930769894 > -492.565752848248678). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-489.479858859628735 > -490.246188308144951). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-546.801661513529098 > -551.593090794022942). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-518.889923379567449 > -520.601001910960122). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-576.965251272097248 > -580.280139548350689). You may want to try with a higher value of support_fraction (current value: 0.787).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-575.768461609568249 > -577.135807562620471). You may want to try with a higher value of support_fraction (current value: 0.787).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-497.622845386617996 > -498.695448367322285). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-492.164833576601438 > -495.217719476675825). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-497.622845386617996 > -498.695448367322285). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-492.164833576601438 > -495.217719476675825). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-423.155372697876032 > -424.464138008146051). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-428.899466359939481 > -433.320673306923993). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-457.491921809017867 > -459.898824246611582). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-477.714317919280916 > -482.230118332346763). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-358.880189808629495 > -362.460635275617051). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-525.140734367352593 > -526.643405459666496). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-440.389297985238386 > -441.054740464477902). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-492.519390712954362 > -494.367364241587723). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-439.527344917448545 > -441.737052652599800). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-466.811666251926852 > -468.644718077749985). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-440.389297985238386 > -441.054740464477902). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-492.519390712954362 > -494.367364241587723). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-439.527344917448545 > -441.737052652599800). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-466.811666251926852 > -468.644718077749985). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-467.537332347942936 > -470.233633114252427). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-492.683746465818103 > -493.797384510156576). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-491.376357536342198 > -493.405825931503614). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-438.159117049146346 > -438.822762477265542). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-415.239607633975254 > -418.217963224040489). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-438.314498201229753 > -439.668726901599200). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-371.925177546487021 > -373.485761565718974). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-425.918903676108698 > -429.295410793056476). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-483.374973831545617 > -484.765237462734660). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-437.791184851069602 > -438.203549553955042). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-462.606730931826860 > -463.091017634718185). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-486.706536145063524 > -492.555548596976507). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-435.896184658679431 > -438.030312848920289). You may want to try with a higher value of support_fraction (current value: 0.787).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-410.458165787226847 > -411.864980592909035). You may want to try with a higher value of support_fraction (current value: 0.787).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-456.331061939154097 > -457.648629426151842). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-467.541981334645925 > -468.402395346568710). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-516.330764175861646 > -520.061837761997936). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-388.784461470576730 > -390.766153308129844). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-393.056546177208986 > -393.343340820051253). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-335.225783842647331 > -337.213758820276098). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-409.467258381710622 > -412.414688783599331). You may want to try with a higher value of support_fraction (current value: 0.787).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-384.392893724569149 > -384.664182409997579). You may want to try with a higher value of support_fraction (current value: 0.787).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-433.420700172238810 > -433.431659250778011). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-489.504154415710786 > -496.637967368077398). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-486.211346103712970 > -486.389817329890491). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-465.695695134164396 > -467.844061465201150). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-409.232621931504298 > -411.448318972005836). You may want to try with a higher value of support_fraction (current value: 0.787).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-436.496927967029990 > -437.772987546153047). You may want to try with a higher value of support_fraction (current value: 0.787).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-380.888014349520290 > -382.534268011512722). You may want to try with a higher value of support_fraction (current value: 0.787).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-445.253291296924431 > -446.425743731869431). You may want to try with a higher value of support_fraction (current value: 0.787).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-371.855863547334366 > -374.014955164624666). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-477.169905641308901 > -481.099400595022360). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-392.673226465551579 > -394.799887187310446). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-387.150658660001739 > -388.963684035804363). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-418.574043195040701 > -420.610149980419351). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-424.192023612042533 > -424.255514671564072). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-338.064270015247644 > -338.640441033270861). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-407.740357927270054 > -410.193389361182255). You may want to try with a higher value of support_fraction (current value: 0.787).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-441.292664211435124 > -444.929466911180157). You may want to try with a higher value of support_fraction (current value: 0.787).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-413.769799381024143 > -415.958079355951668). You may want to try with a higher value of support_fraction (current value: 0.787).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-360.090436737927291 > -361.099479225877417). You may want to try with a higher value of support_fraction (current value: 0.787).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-326.027791376481844 > -329.128572880125660). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-326.027791376481844 > -329.128572880125660). You may want to try with a higher value of support_fraction (current value: 0.809).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-383.458568258564640 > -383.857937048065594). You may want to try with a higher value of support_fraction (current value: 0.787).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-407.756149139003469 > -410.407902763459390). You may want to try with a higher value of support_fraction (current value: 0.787).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-408.514485702402567 > -410.207589905815780). You may want to try with a higher value of support_fraction (current value: 0.787).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-379.462609617363171 > -379.793661871373274). You may want to try with a higher value of support_fraction (current value: 0.787).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-344.940283242598582 > -345.822477502254173). You may want to try with a higher value of support_fraction (current value: 0.787).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-416.522065029443866 > -417.920720065335786). You may want to try with a higher value of support_fraction (current value: 0.787).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-476.479201374780246 > -480.199945108466068). You may want to try with a higher value of support_fraction (current value: 0.787).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-443.152323978098480 > -445.255308848859499). You may want to try with a higher value of support_fraction (current value: 0.787).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-377.823861804033072 > -381.220762547709796). You may want to try with a higher value of support_fraction (current value: 0.787).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-464.738494120243899 > -465.328588083491809). You may want to try with a higher value of support_fraction (current value: 0.787).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-433.578391887951909 > -434.953259991430969). You may want to try with a higher value of support_fraction (current value: 0.787).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-383.777328354795941 > -386.002587677517852). You may want to try with a higher value of support_fraction (current value: 0.787).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-494.823910042350008 > -498.356239598776313). You may want to try with a higher value of support_fraction (current value: 0.787).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-463.141108439010793 > -464.527252046485273). You may want to try with a higher value of support_fraction (current value: 0.787).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-398.495780275853008 > -400.653466554885313). You may want to try with a higher value of support_fraction (current value: 0.783).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-428.805590922705846 > -429.777568379443665). You may want to try with a higher value of support_fraction (current value: 0.783).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-428.781178459373848 > -431.508648824131114). You may want to try with a higher value of support_fraction (current value: 0.783).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-421.947068002050514 > -422.865810218155559). You may want to try with a higher value of support_fraction (current value: 0.783).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-453.228986782167397 > -454.242540896158573). You may want to try with a higher value of support_fraction (current value: 0.783).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-484.319036758988602 > -485.510079705113810). You may want to try with a higher value of support_fraction (current value: 0.783).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-483.765834966379430 > -483.976840279540966). You may want to try with a higher value of support_fraction (current value: 0.783).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-453.569672832778565 > -455.755810266799529). You may want to try with a higher value of support_fraction (current value: 0.783).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-469.456522829073094 > -470.633465573627291). You may want to try with a higher value of support_fraction (current value: 0.804).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-402.447276553315476 > -402.495521303721489). You may want to try with a higher value of support_fraction (current value: 0.804).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-494.087977212895737 > -494.342629704738783). You may want to try with a higher value of support_fraction (current value: 0.804).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-414.350904719323694 > -415.139660519069366). You may want to try with a higher value of support_fraction (current value: 0.804).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-439.323975920779617 > -443.037470883758147). You may want to try with a higher value of support_fraction (current value: 0.804).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-284.879459368790435 > -286.581528727977286). You may want to try with a higher value of support_fraction (current value: 0.931).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-285.559764946916289 > -286.231288666932471). You may want to try with a higher value of support_fraction (current value: 0.931).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-283.124006089796126 > -283.777344350414069). You may want to try with a higher value of support_fraction (current value: 0.931).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-282.405049032433396 > -283.644033555232852). You may want to try with a higher value of support_fraction (current value: 0.931).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-284.879459368790435 > -286.581528727977286). You may want to try with a higher value of support_fraction (current value: 0.931).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-285.559764946916289 > -286.231288666932471). You may want to try with a higher value of support_fraction (current value: 0.931).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-283.124006089796126 > -283.777344350414069). You may want to try with a higher value of support_fraction (current value: 0.931).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-282.405049032433396 > -283.644033555232852). You may want to try with a higher value of support_fraction (current value: 0.931).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-285.184902183029919 > -286.787876357323682). You may want to try with a higher value of support_fraction (current value: 0.897).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-266.401942115697011 > -269.501072269346594). You may want to try with a higher value of support_fraction (current value: 0.897).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-263.191945842817290 > -263.736455450915400). You may want to try with a higher value of support_fraction (current value: 0.897).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-287.439660688069978 > -289.408885321001037). You may want to try with a higher value of support_fraction (current value: 0.897).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-267.204265201519092 > -267.394283449030297). You may want to try with a higher value of support_fraction (current value: 0.897).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-264.403135292604588 > -264.524440380420515). You may want to try with a higher value of support_fraction (current value: 0.897).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-285.184902183029919 > -286.787876357323682). You may want to try with a higher value of support_fraction (current value: 0.897).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-266.401942115697011 > -269.501072269346594). You may want to try with a higher value of support_fraction (current value: 0.897).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-263.191945842817290 > -263.736455450915400). You may want to try with a higher value of support_fraction (current value: 0.897).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-287.439660688069978 > -289.408885321001037). You may want to try with a higher value of support_fraction (current value: 0.897).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-267.204265201519092 > -267.394283449030297). You may want to try with a higher value of support_fraction (current value: 0.897).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-264.403135292604588 > -264.524440380420515). You may want to try with a higher value of support_fraction (current value: 0.897).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-249.508733637599818 > -251.945848386749589). You may want to try with a higher value of support_fraction (current value: 0.862).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-243.019337113904186 > -243.417485402663061). You may want to try with a higher value of support_fraction (current value: 0.862).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-240.416251766806170 > -241.295614600128999). You may want to try with a higher value of support_fraction (current value: 0.862).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-241.045595575464461 > -241.779308167003506). You may want to try with a higher value of support_fraction (current value: 0.862).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-245.898791185139032 > -246.097624105613221). You may want to try with a higher value of support_fraction (current value: 0.862).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-241.411949070856537 > -241.562580300330865). You may want to try with a higher value of support_fraction (current value: 0.862).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-241.177532374820345 > -243.869303607299230). You may want to try with a higher value of support_fraction (current value: 0.862).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-249.508733637599818 > -251.945848386749589). You may want to try with a higher value of support_fraction (current value: 0.862).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-243.019337113904186 > -243.417485402663061). You may want to try with a higher value of support_fraction (current value: 0.862).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-240.416251766806170 > -241.295614600128999). You may want to try with a higher value of support_fraction (current value: 0.862).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-241.045595575464461 > -241.779308167003506). You may want to try with a higher value of support_fraction (current value: 0.862).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-245.898791185139032 > -246.097624105613221). You may want to try with a higher value of support_fraction (current value: 0.862).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-241.411949070856537 > -241.562580300330865). You may want to try with a higher value of support_fraction (current value: 0.862).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-241.177532374820345 > -243.869303607299230). You may want to try with a higher value of support_fraction (current value: 0.862).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-423.978654616454264 > -572.643029328062539). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-423.978654616454264 > -572.643029328062539). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-423.978654616454264 > -572.643029328062539). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-423.978654616454264 > -572.643029328062539). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-423.978654616454264 > -572.643029328062539). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-423.978654616454264 > -572.643029328062539). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-423.978654616454264 > -572.643029328062539). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-423.978654616454264 > -572.643029328062539). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-236.122657505248839 > -238.844020843714077). You may want to try with a higher value of support_fraction (current value: 0.957).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-240.266953863451761 > -240.647744942100218). You may want to try with a higher value of support_fraction (current value: 0.957).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-235.766921244131368 > -236.105190014771239). You may want to try with a higher value of support_fraction (current value: 0.957).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-239.634463647015821 > -240.166835654108013). You may want to try with a higher value of support_fraction (current value: 0.957).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-237.797546249138236 > -243.266995827682479). You may want to try with a higher value of support_fraction (current value: 0.957).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-240.047210749142039 > -241.624158734260504). You may want to try with a higher value of support_fraction (current value: 0.957).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-241.160069836720197 > -241.198088768907837). You may want to try with a higher value of support_fraction (current value: 0.957).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-239.686159128466329 > -241.782329178364080). You may want to try with a higher value of support_fraction (current value: 0.957).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-236.122657505248839 > -238.844020843714077). You may want to try with a higher value of support_fraction (current value: 0.957).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-240.266953863451761 > -240.647744942100218). You may want to try with a higher value of support_fraction (current value: 0.957).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-235.766921244131368 > -236.105190014771239). You may want to try with a higher value of support_fraction (current value: 0.957).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-239.634463647015821 > -240.166835654108013). You may want to try with a higher value of support_fraction (current value: 0.957).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-237.797546249138236 > -243.266995827682479). You may want to try with a higher value of support_fraction (current value: 0.957).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-240.047210749142039 > -241.624158734260504). You may want to try with a higher value of support_fraction (current value: 0.957).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-241.160069836720197 > -241.198088768907837). You may want to try with a higher value of support_fraction (current value: 0.957).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-239.686159128466329 > -241.782329178364080). You may want to try with a higher value of support_fraction (current value: 0.957).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
2026-06-03 04:38:11,903 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (23) compared to nearby probes (23) for probe 287529. MinCovDet requires more samples than features.
2026-06-03 04:38:11,904 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (23) compared to nearby probes (25) for probe 287530. MinCovDet requires more samples than features.
2026-06-03 04:38:11,904 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (23) compared to nearby probes (25) for probe 287531. MinCovDet requires more samples than features.
2026-06-03 04:38:11,905 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (23) compared to nearby probes (27) for probe 287532. MinCovDet requires more samples than features.
2026-06-03 04:38:11,905 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (23) compared to nearby probes (27) for probe 287533. MinCovDet requires more samples than features.
2026-06-03 04:38:11,905 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (23) compared to nearby probes (27) for probe 287534. MinCovDet requires more samples than features.
2026-06-03 04:38:11,906 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (20) compared to nearby probes (25) for probe 287535. MinCovDet requires more samples than features.
2026-06-03 04:38:11,906 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (22) compared to nearby probes (26) for probe 287536. MinCovDet requires more samples than features.
2026-06-03 04:38:11,907 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (22) compared to nearby probes (27) for probe 287537. MinCovDet requires more samples than features.
2026-06-03 04:38:11,907 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (22) compared to nearby probes (26) for probe 287538. MinCovDet requires more samples than features.
2026-06-03 04:38:11,907 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (22) compared to nearby probes (26) for probe 287539. MinCovDet requires more samples than features.
2026-06-03 04:38:11,908 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (22) compared to nearby probes (25) for probe 287540. MinCovDet requires more samples than features.
2026-06-03 04:38:11,908 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (22) compared to nearby probes (27) for probe 287541. MinCovDet requires more samples than features.
2026-06-03 04:38:11,908 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (22) compared to nearby probes (25) for probe 287542. MinCovDet requires more samples than features.
2026-06-03 04:38:11,909 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (22) compared to nearby probes (25) for probe 287543. MinCovDet requires more samples than features.
2026-06-03 04:38:11,909 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (22) compared to nearby probes (26) for probe 287544. MinCovDet requires more samples than features.
2026-06-03 04:38:11,910 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (22) compared to nearby probes (25) for probe 287545. MinCovDet requires more samples than features.
2026-06-03 04:38:11,910 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (22) compared to nearby probes (25) for probe 287546. MinCovDet requires more samples than features.
2026-06-03 04:38:11,910 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (22) compared to nearby probes (26) for probe 287547. MinCovDet requires more samples than features.
2026-06-03 04:38:11,911 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (22) compared to nearby probes (25) for probe 287548. MinCovDet requires more samples than features.
2026-06-03 04:38:11,911 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (22) compared to nearby probes (26) for probe 287549. MinCovDet requires more samples than features.
2026-06-03 04:38:11,911 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (22) compared to nearby probes (26) for probe 287550. MinCovDet requires more samples than features.
2026-06-03 04:38:11,912 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (22) compared to nearby probes (25) for probe 287551. MinCovDet requires more samples than features.
2026-06-03 04:38:11,912 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (24) compared to nearby probes (26) for probe 287552. MinCovDet requires more samples than features.
2026-06-03 04:38:11,912 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (24) compared to nearby probes (26) for probe 287553. MinCovDet requires more samples than features.
2026-06-03 04:38:11,913 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (24) compared to nearby probes (25) for probe 287554. MinCovDet requires more samples than features.
2026-06-03 04:38:11,913 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (24) compared to nearby probes (25) for probe 287555. MinCovDet requires more samples than features.
2026-06-03 04:38:11,914 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (24) compared to nearby probes (25) for probe 287556. MinCovDet requires more samples than features.
2026-06-03 04:38:11,914 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (23) compared to nearby probes (25) for probe 287557. MinCovDet requires more samples than features.
2026-06-03 04:38:11,914 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (23) compared to nearby probes (25) for probe 287558. MinCovDet requires more samples than features.
2026-06-03 04:38:11,915 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (23) compared to nearby probes (26) for probe 287559. MinCovDet requires more samples than features.
2026-06-03 04:38:11,915 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (23) compared to nearby probes (28) for probe 287560. MinCovDet requires more samples than features.
2026-06-03 04:38:11,915 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (23) compared to nearby probes (28) for probe 287561. MinCovDet requires more samples than features.
2026-06-03 04:38:11,916 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (21) compared to nearby probes (28) for probe 287562. MinCovDet requires more samples than features.
2026-06-03 04:38:11,916 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (21) compared to nearby probes (27) for probe 287563. MinCovDet requires more samples than features.
2026-06-03 04:38:11,917 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (21) compared to nearby probes (28) for probe 287564. MinCovDet requires more samples than features.
2026-06-03 04:38:11,917 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (21) compared to nearby probes (28) for probe 287565. MinCovDet requires more samples than features.
2026-06-03 04:38:11,917 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (21) compared to nearby probes (28) for probe 287566. MinCovDet requires more samples than features.
2026-06-03 04:38:11,918 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (21) compared to nearby probes (28) for probe 287567. MinCovDet requires more samples than features.
2026-06-03 04:38:11,918 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (21) compared to nearby probes (27) for probe 287568. MinCovDet requires more samples than features.
2026-06-03 04:38:11,918 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (21) compared to nearby probes (26) for probe 287569. MinCovDet requires more samples than features.
2026-06-03 04:38:11,919 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (21) compared to nearby probes (25) for probe 287570. MinCovDet requires more samples than features.
2026-06-03 04:38:11,919 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (21) compared to nearby probes (25) for probe 287571. MinCovDet requires more samples than features.
2026-06-03 04:38:11,919 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (21) compared to nearby probes (25) for probe 287572. MinCovDet requires more samples than features.
2026-06-03 04:38:11,920 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (21) compared to nearby probes (24) for probe 287573. MinCovDet requires more samples than features.
2026-06-03 04:38:11,920 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (21) compared to nearby probes (26) for probe 287574. MinCovDet requires more samples than features.
2026-06-03 04:38:11,921 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (21) compared to nearby probes (26) for probe 287575. MinCovDet requires more samples than features.
2026-06-03 04:38:11,921 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (21) compared to nearby probes (26) for probe 287576. MinCovDet requires more samples than features.
2026-06-03 04:38:11,921 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (21) compared to nearby probes (25) for probe 287577. MinCovDet requires more samples than features.
2026-06-03 04:38:11,922 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (21) compared to nearby probes (24) for probe 287578. MinCovDet requires more samples than features.
2026-06-03 04:38:11,922 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (21) compared to nearby probes (24) for probe 287579. MinCovDet requires more samples than features.
2026-06-03 04:38:11,922 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (21) compared to nearby probes (24) for probe 287580. MinCovDet requires more samples than features.
2026-06-03 04:38:11,923 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (21) compared to nearby probes (24) for probe 287581. MinCovDet requires more samples than features.
2026-06-03 04:38:11,923 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (20) compared to nearby probes (23) for probe 287582. MinCovDet requires more samples than features.
2026-06-03 04:38:11,923 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (20) compared to nearby probes (23) for probe 287583. MinCovDet requires more samples than features.
2026-06-03 04:38:11,924 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (20) compared to nearby probes (21) for probe 287584. MinCovDet requires more samples than features.
2026-06-03 04:38:11,924 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (20) compared to nearby probes (22) for probe 287585. MinCovDet requires more samples than features.
2026-06-03 04:38:11,925 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (20) compared to nearby probes (21) for probe 287586. MinCovDet requires more samples than features.
2026-06-03 04:38:11,925 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (20) compared to nearby probes (21) for probe 287587. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
2026-06-03 04:38:12,004 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (21) compared to nearby probes (21) for probe 287594. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-236.394861037019922 > -236.936726709632694). You may want to try with a higher value of support_fraction (current value: 0.893).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-236.826121961518197 > -238.374723406988977). You may want to try with a higher value of support_fraction (current value: 0.893).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-241.458230493577787 > -242.361721716694490). You may want to try with a higher value of support_fraction (current value: 0.893).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-232.977791208211784 > -234.413314046629694). You may want to try with a higher value of support_fraction (current value: 0.893).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-235.462657308102564 > -241.486968139278616). You may want to try with a higher value of support_fraction (current value: 0.893).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-319.428254211282820 > -321.313130948305172). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-319.521839414376529 > -322.617320244031475). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-318.254539789081889 > -318.721212045669859). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-321.842684581283038 > -322.632315135194403). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-224.445655637728493 > -224.857010951926469). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-319.428254211282820 > -321.313130948305172). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-319.521839414376529 > -322.617320244031475). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-318.254539789081889 > -318.721212045669859). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-321.842684581283038 > -322.632315135194403). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-224.445655637728493 > -224.857010951926469). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-246.932043638270954 > -246.996347260285148). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-324.282358881203947 > -325.730075305361026). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-270.039396905114529 > -270.059624533216777). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-246.615329889066317 > -247.432258758382090). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-325.393076244532381 > -326.610480897582704). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-326.247318042318568 > -326.344849919934859). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-246.932043638270954 > -246.996347260285148). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-324.282358881203947 > -325.730075305361026). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-270.039396905114529 > -270.059624533216777). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-246.615329889066317 > -247.432258758382090). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-325.393076244532381 > -326.610480897582704). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-326.247318042318568 > -326.344849919934859). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-246.932043638270954 > -246.996347260285148). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-324.282358881203947 > -325.730075305361026). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-270.039396905114529 > -270.059624533216777). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-246.615329889066317 > -247.432258758382090). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-325.393076244532381 > -326.610480897582704). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-326.247318042318568 > -326.344849919934859). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-246.932043638270954 > -246.996347260285148). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-324.282358881203947 > -325.730075305361026). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-270.039396905114529 > -270.059624533216777). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-246.615329889066317 > -247.432258758382090). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-325.393076244532381 > -326.610480897582704). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-326.247318042318568 > -326.344849919934859). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-283.069426890766522 > -285.199271996641073). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-283.237786095510501 > -285.272619998560003). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-281.156102157865291 > -284.451786097093816). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-324.609030639640025 > -326.023832315837353). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-329.141055968639762 > -330.608044580156502). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-290.294777026412078 > -290.358695433142827). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-297.546829348953395 > -298.423179039279830). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-327.155558536170588 > -327.619971643707458). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-263.947143863430426 > -264.868044618102886). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-324.609030639640025 > -326.023832315837353). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-329.141055968639762 > -330.608044580156502). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-290.294777026412078 > -290.358695433142827). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-297.546829348953395 > -298.423179039279830). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-327.155558536170588 > -327.619971643707458). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-263.947143863430426 > -264.868044618102886). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-324.609030639640025 > -326.023832315837353). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-329.141055968639762 > -330.608044580156502). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-290.294777026412078 > -290.358695433142827). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-297.546829348953395 > -298.423179039279830). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-327.155558536170588 > -327.619971643707458). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-263.947143863430426 > -264.868044618102886). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-292.697605137095479 > -296.187632845577355). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-292.697605137095479 > -296.187632845577355). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-292.697605137095479 > -296.187632845577355). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-241.984742938702254 > -242.246989437102400). You may want to try with a higher value of support_fraction (current value: 0.727).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-241.984742938702254 > -242.246989437102400). You may want to try with a higher value of support_fraction (current value: 0.727).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-241.984742938702254 > -242.246989437102400). You may want to try with a higher value of support_fraction (current value: 0.727).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-249.868298418424303 > -251.741930169143046). You may want to try with a higher value of support_fraction (current value: 0.824).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-258.524732246154713 > -261.077919673889994). You may want to try with a higher value of support_fraction (current value: 0.824).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-229.908383857550774 > -230.039687443817911). You may want to try with a higher value of support_fraction (current value: 0.824).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-226.971735906040635 > -227.418749059072582). You may want to try with a higher value of support_fraction (current value: 0.824).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-255.275784018359872 > -255.406663282644217). You may want to try with a higher value of support_fraction (current value: 0.824).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-277.172450525214970 > -277.317762490744656). You may want to try with a higher value of support_fraction (current value: 0.818).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-270.748266300315095 > -272.765210721508254). You may want to try with a higher value of support_fraction (current value: 0.818).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-267.333582471748628 > -269.274671854577434). You may want to try with a higher value of support_fraction (current value: 0.818).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-268.015398143603193 > -268.665561288305071). You may want to try with a higher value of support_fraction (current value: 0.818).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-277.172450525214970 > -277.317762490744656). You may want to try with a higher value of support_fraction (current value: 0.818).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-270.748266300315095 > -272.765210721508254). You may want to try with a higher value of support_fraction (current value: 0.818).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-267.333582471748628 > -269.274671854577434). You may want to try with a higher value of support_fraction (current value: 0.818).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-268.015398143603193 > -268.665561288305071). You may want to try with a higher value of support_fraction (current value: 0.818).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-311.855544647765555 > -314.308441394688771). You may want to try with a higher value of support_fraction (current value: 0.848).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-315.906920645385696 > -317.062998962830704). You may want to try with a higher value of support_fraction (current value: 0.848).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-288.663563332474041 > -290.288675473510864). You may want to try with a higher value of support_fraction (current value: 0.848).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-316.988166424296310 > -319.194912810726464). You may want to try with a higher value of support_fraction (current value: 0.848).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-311.855544647765555 > -314.308441394688771). You may want to try with a higher value of support_fraction (current value: 0.848).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-315.906920645385696 > -317.062998962830704). You may want to try with a higher value of support_fraction (current value: 0.848).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-288.663563332474041 > -290.288675473510864). You may want to try with a higher value of support_fraction (current value: 0.848).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-316.988166424296310 > -319.194912810726464). You may want to try with a higher value of support_fraction (current value: 0.848).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-277.639583639413559 > -278.516675986949622). You may want to try with a higher value of support_fraction (current value: 0.844).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-330.318198580060425 > -331.737248201552575). You may want to try with a higher value of support_fraction (current value: 0.844).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-354.668675568256219 > -356.887239081384450). You may want to try with a higher value of support_fraction (current value: 0.844).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-356.445109235895870 > -361.197128121589174). You may want to try with a higher value of support_fraction (current value: 0.844).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-349.697105908944650 > -353.602376458747642). You may want to try with a higher value of support_fraction (current value: 0.844).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-352.641897044808843 > -355.479991915621781). You may want to try with a higher value of support_fraction (current value: 0.844).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-366.093351500972972 > -367.370935855175844). You may want to try with a higher value of support_fraction (current value: 0.871).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-365.759245822485582 > -366.770789078873293). You may want to try with a higher value of support_fraction (current value: 0.871).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-365.502420346985502 > -368.555983838863881). You may want to try with a higher value of support_fraction (current value: 0.871).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-363.262026037379428 > -367.539378137834547). You may want to try with a higher value of support_fraction (current value: 0.871).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-366.828116092948108 > -368.297820441832812). You may want to try with a higher value of support_fraction (current value: 0.871).
2026-06-03 04:38:12,631 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (22) for probe 287645. MinCovDet requires more samples than features.
2026-06-03 04:38:12,632 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (23) for probe 287646. MinCovDet requires more samples than features.
2026-06-03 04:38:12,632 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (24) for probe 287647. MinCovDet requires more samples than features.
2026-06-03 04:38:12,632 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (25) for probe 287648. MinCovDet requires more samples than features.
2026-06-03 04:38:12,633 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (25) for probe 287649. MinCovDet requires more samples than features.
2026-06-03 04:38:12,633 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (27) for probe 287650. MinCovDet requires more samples than features.
2026-06-03 04:38:12,633 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (28) for probe 287651. MinCovDet requires more samples than features.
2026-06-03 04:38:12,634 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (27) for probe 287652. MinCovDet requires more samples than features.
2026-06-03 04:38:12,634 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (26) compared to nearby probes (28) for probe 287653. MinCovDet requires more samples than features.
2026-06-03 04:38:12,635 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (26) compared to nearby probes (28) for probe 287654. MinCovDet requires more samples than features.
2026-06-03 04:38:12,635 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (26) compared to nearby probes (28) for probe 287655. MinCovDet requires more samples than features.
2026-06-03 04:38:12,635 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (27) compared to nearby probes (28) for probe 287656. MinCovDet requires more samples than features.
2026-06-03 04:38:12,636 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (27) compared to nearby probes (27) for probe 287657. MinCovDet requires more samples than features.
2026-06-03 04:38:12,636 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (28) compared to nearby probes (28) for probe 287658. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-333.220618711624127 > -335.367835742206694). You may want to try with a higher value of support_fraction (current value: 0.969).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-333.999364018003121 > -334.153204169798641). You may want to try with a higher value of support_fraction (current value: 0.969).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-332.621817782118683 > -333.583361609827989). You may want to try with a higher value of support_fraction (current value: 0.969).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-296.568938325685110 > -297.932492003636469). You may want to try with a higher value of support_fraction (current value: 0.938).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-303.534023393914367 > -303.883735522165068). You may want to try with a higher value of support_fraction (current value: 0.938).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-296.731070386280351 > -299.648816871409679). You may want to try with a higher value of support_fraction (current value: 0.938).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-299.534243508108830 > -300.648024613953510). You may want to try with a higher value of support_fraction (current value: 0.938).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-299.347316824002917 > -300.065737431255741). You may want to try with a higher value of support_fraction (current value: 0.938).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-322.640171988646102 > -323.160762553666359). You may want to try with a higher value of support_fraction (current value: 0.938).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-311.500046162966214 > -314.832362617087995). You may want to try with a higher value of support_fraction (current value: 0.941).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-308.967962400891963 > -309.581738045746704). You may want to try with a higher value of support_fraction (current value: 0.941).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-313.155022262690863 > -314.766086260549173). You may want to try with a higher value of support_fraction (current value: 0.941).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-307.216930968715587 > -307.861599531226602). You may want to try with a higher value of support_fraction (current value: 0.941).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-311.209174659705752 > -311.571603482855039). You may want to try with a higher value of support_fraction (current value: 0.941).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-309.061057593269084 > -309.830268734243191). You may want to try with a higher value of support_fraction (current value: 0.941).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
2026-06-03 04:38:16,323 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (6) for probe 149089. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-68.880609675202123 > -134.059674335114011). You may want to try with a higher value of support_fraction (current value: 0.574).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-68.880609675202123 > -134.202370171040513). You may want to try with a higher value of support_fraction (current value: 0.574).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-184.225161410003551 > -295.611033343603253). You may want to try with a higher value of support_fraction (current value: 0.604).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-180.639548562081814 > -295.621032190987933). You may want to try with a higher value of support_fraction (current value: 0.604).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-184.225161410003551 > -295.898715416055040). You may want to try with a higher value of support_fraction (current value: 0.604).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-184.225161410003551 > -295.611033343603253). You may want to try with a higher value of support_fraction (current value: 0.604).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-180.639548562081814 > -295.621032190987933). You may want to try with a higher value of support_fraction (current value: 0.604).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-184.225161410003551 > -295.898715416055040). You may want to try with a higher value of support_fraction (current value: 0.604).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-184.225161410003551 > -295.611033343603253). You may want to try with a higher value of support_fraction (current value: 0.604).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-180.639548562081814 > -295.621032190987933). You may want to try with a higher value of support_fraction (current value: 0.604).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-184.225161410003551 > -295.898715416055040). You may want to try with a higher value of support_fraction (current value: 0.604).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-184.225161410003551 > -295.611033343603253). You may want to try with a higher value of support_fraction (current value: 0.604).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-180.639548562081814 > -295.621032190987933). You may want to try with a higher value of support_fraction (current value: 0.604).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-184.225161410003551 > -295.898715416055040). You may want to try with a higher value of support_fraction (current value: 0.604).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-98.710446137364698 > -160.877192114329887). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-119.110800859159241 > -182.833679047700855). You may want to try with a higher value of support_fraction (current value: 0.631).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-183.484301046928294 > -184.787206169798623). You may want to try with a higher value of support_fraction (current value: 0.646).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-125.559973288251470 > -186.249906342535496). You may want to try with a higher value of support_fraction (current value: 0.646).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-258.791214352489590 > -259.162123188086639). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-266.046340655181496 > -267.307428649565054). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-265.063376916598600 > -267.307428649575627). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-256.926284606233423 > -264.579399961982745). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-265.063376916598600 > -267.307428649575627). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-258.791214352489590 > -259.162123188086639). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-266.046340655181496 > -267.307428649565054). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-265.063376916598600 > -267.307428649575627). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-256.926284606233423 > -264.579399961982745). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-265.063376916598600 > -267.307428649575627). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-266.324621271393653 > -266.956667336680766). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-266.324621271393653 > -267.165113531509974). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-266.324621271393653 > -270.357929132946254). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-270.204599366348134 > -270.630099528531218). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-259.730123336298561 > -260.746893920779542). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-234.535606027368942 > -234.552001113643797). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-232.601812464865162 > -234.470200835095710). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-265.563520871646915 > -266.324621271393653). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-258.708734649139103 > -261.110041866839254). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-266.324621271393653 > -266.956667336680766). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-266.324621271393653 > -267.165113531509974). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-266.324621271393653 > -270.357929132946254). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-270.204599366348134 > -270.630099528531218). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-259.730123336298561 > -260.746893920779542). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-234.535606027368942 > -234.552001113643797). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-232.601812464865162 > -234.470200835095710). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-265.563520871646915 > -266.324621271393653). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-258.708734649139103 > -261.110041866839254). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-268.615521853773089 > -269.946745940922426). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-269.470095794878830 > -272.677634136257780). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-271.994541816778963 > -272.152250219873338). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-268.615521853773089 > -269.946745940922426). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-269.470095794878830 > -272.677634136257780). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-271.994541816778963 > -272.152250219873338). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-249.503385765410911 > -272.423987096594942). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-261.692499170464600 > -280.120563406821930). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-249.503385765410911 > -272.423987096594942). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-261.692499170464600 > -280.120563406821930). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-286.964408383124180 > -287.643343922411873). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-258.858680842236538 > -261.024977617580532). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-260.336737425051808 > -284.846251147045450). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-282.714564208318222 > -283.600713202436793). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-286.964408383124180 > -287.643343922411873). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-258.858680842236538 > -261.024977617580532). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-260.336737425051808 > -284.846251147045450). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-282.714564208318222 > -283.600713202436793). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-286.964408383124180 > -287.643343922411873). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-258.858680842236538 > -261.024977617580532). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-260.336737425051808 > -284.846251147045450). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-282.714564208318222 > -283.600713202436793). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-286.964408383124180 > -287.643343922411873). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-258.858680842236538 > -261.024977617580532). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-260.336737425051808 > -284.846251147045450). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-282.714564208318222 > -283.600713202436793). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-286.964408383124180 > -287.643343922411873). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-258.858680842236538 > -261.024977617580532). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-260.336737425051808 > -284.846251147045450). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-282.714564208318222 > -283.600713202436793). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-286.964408383124180 > -287.643343922411873). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-258.858680842236538 > -261.024977617580532). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-260.336737425051808 > -284.846251147045450). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-282.714564208318222 > -283.600713202436793). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-80.080161756795022 > -141.343690338447573). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-80.205344721043687 > -140.794580430891841). You may want to try with a higher value of support_fraction (current value: 0.594).
2026-06-03 04:38:17,650 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (2) compared to nearby probes (2) for probe 149210. MinCovDet requires more samples than features.
2026-06-03 04:38:17,650 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (2) compared to nearby probes (2) for probe 149211. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-48.126184302329570 > -117.171253962351216). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-48.083571790854862 > -114.136628597227400). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-53.386351368721357 > -122.568001395798561). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-53.386351368721357 > -122.568001395798561). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-56.820752248287945 > -116.040982823139132). You may want to try with a higher value of support_fraction (current value: 0.589).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-56.820752248287945 > -116.040982823139132). You may want to try with a higher value of support_fraction (current value: 0.589).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-56.820752248287945 > -116.040982823139331). You may want to try with a higher value of support_fraction (current value: 0.589).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-56.820752248287945 > -116.040982823139132). You may want to try with a higher value of support_fraction (current value: 0.589).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-56.820752248287945 > -116.040982823139132). You may want to try with a higher value of support_fraction (current value: 0.589).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-81.392712369840794 > -81.798177477948954). You may want to try with a higher value of support_fraction (current value: 0.583).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-81.392712369840794 > -81.798177477948954). You may want to try with a higher value of support_fraction (current value: 0.583).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-81.392712369840794 > -81.798177477948954). You may want to try with a higher value of support_fraction (current value: 0.583).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-81.392712369840794 > -81.798177477948954). You may want to try with a higher value of support_fraction (current value: 0.583).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-322.550482995819664 > -324.291357613047694). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-325.834148834866767 > -328.956750888332294). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-294.936021681586226 > -323.177306728173335). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-332.911089610499346 > -333.007671189548773). You may want to try with a higher value of support_fraction (current value: 0.625).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-332.911089610499346 > -333.007671189548773). You may want to try with a higher value of support_fraction (current value: 0.625).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-244.796924704694788 > -245.117744112719919). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-278.298924048922686 > -280.171429966067706). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-274.707526439572860 > -274.727047203220422). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-244.796924704694788 > -245.117744112719919). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-278.298924048922686 > -280.171429966067706). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-274.707526439572860 > -274.727047203220422). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-239.124914275895293 > -240.676176258655460). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-239.996402759988740 > -246.206319238483985). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-240.915028962945911 > -242.651229709380914). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-265.944156455251175 > -267.427285878250530). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-239.124914275895293 > -240.676176258655460). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-239.996402759988740 > -246.206319238483985). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-240.915028962945911 > -242.651229709380914). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-265.944156455251175 > -267.427285878250530). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-239.124914275895293 > -240.676176258655460). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-239.996402759988740 > -246.206319238483985). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-240.915028962945911 > -242.651229709380914). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-265.944156455251175 > -267.427285878250530). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-233.948826654859062 > -234.198764710455123). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-248.115398594195341 > -251.066687102863824). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-248.958385577642986 > -250.108641612927300). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-215.508677506579659 > -215.868873820220500). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-220.355771729329945 > -221.149580193714883). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-302.148749011216523 > -303.029301126279336). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-257.592258643822333 > -258.646563083041428). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-233.727789846991215 > -236.033251851667217). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-314.122874127498221 > -317.309249218919319). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-282.195416381607515 > -304.621012616566759). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-282.195416381607515 > -304.621012616566759). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-272.899187318672034 > -275.026407401089159). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-247.370661492650299 > -247.605022615825476). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-274.770091040152295 > -275.295923915918763). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-300.144205266769688 > -302.027447375530755). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-272.899187318672034 > -275.026407401089159). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-247.370661492650299 > -247.605022615825476). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-274.770091040152295 > -275.295923915918763). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-300.144205266769688 > -302.027447375530755). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-258.073242072470578 > -259.051272171711730). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-233.583905370147960 > -233.613720846978708). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-258.073242072470578 > -259.051272171711730). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-233.583905370147960 > -233.613720846978708). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-253.767764530018042 > -278.099888217854812). You may want to try with a higher value of support_fraction (current value: 0.619).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-252.515508561786248 > -253.567096248751483). You may want to try with a higher value of support_fraction (current value: 0.619).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-251.070753510103259 > -251.904453149292664). You may want to try with a higher value of support_fraction (current value: 0.619).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-277.312315867119025 > -279.304485514108308). You may want to try with a higher value of support_fraction (current value: 0.619).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-207.854537634300641 > -209.219348806976598). You may want to try with a higher value of support_fraction (current value: 0.619).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-223.845250011036001 > -225.221094422774854). You may want to try with a higher value of support_fraction (current value: 0.619).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.576927502862304 > -202.923436970935427). You may want to try with a higher value of support_fraction (current value: 0.619).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-254.281914549714543 > -254.309233334061020). You may want to try with a higher value of support_fraction (current value: 0.619).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-253.767764530018042 > -278.099888217854812). You may want to try with a higher value of support_fraction (current value: 0.619).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-252.515508561786248 > -253.567096248751483). You may want to try with a higher value of support_fraction (current value: 0.619).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-251.070753510103259 > -251.904453149292664). You may want to try with a higher value of support_fraction (current value: 0.619).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-277.312315867119025 > -279.304485514108308). You may want to try with a higher value of support_fraction (current value: 0.619).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-207.854537634300641 > -209.219348806976598). You may want to try with a higher value of support_fraction (current value: 0.619).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-223.845250011036001 > -225.221094422774854). You may want to try with a higher value of support_fraction (current value: 0.619).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.576927502862304 > -202.923436970935427). You may want to try with a higher value of support_fraction (current value: 0.619).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-254.281914549714543 > -254.309233334061020). You may want to try with a higher value of support_fraction (current value: 0.619).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-30.777671011435302 > -96.659599080946705). You may want to try with a higher value of support_fraction (current value: 0.571).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-30.777671011435302 > -96.659599080946705). You may want to try with a higher value of support_fraction (current value: 0.571).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-30.777671011435302 > -96.659599080946705). You may want to try with a higher value of support_fraction (current value: 0.571).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-30.777671011435302 > -96.659599080946705). You may want to try with a higher value of support_fraction (current value: 0.571).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-30.777671011435302 > -96.659599080946705). You may want to try with a higher value of support_fraction (current value: 0.571).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-30.777671011435302 > -96.659599080946705). You may want to try with a higher value of support_fraction (current value: 0.571).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-226.811805062814415 > -228.625320336213036). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-228.037984382716246 > -228.832725004820702). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-202.827223560921368 > -203.022209680316507). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-207.807137304493295 > -210.430364220223794). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-308.223815684467240 > -335.574589841398620). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-308.223815684467240 > -335.574589841398620). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-333.659562387619587 > -334.418679147131911). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-302.443028294941143 > -303.752495203716933). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-270.999372099095865 > -271.726680153258030). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-294.461052984468267 > -321.475186084318238). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-287.186169787938638 > -317.540271266113962). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-287.186169787938638 > -317.540271266113962). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-252.964409286355078 > -334.575772872797756). You may want to try with a higher value of support_fraction (current value: 0.646).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-195.283867203152511 > -196.644519133646583). You may want to try with a higher value of support_fraction (current value: 0.646).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-195.283867203152511 > -196.644519133646583). You may want to try with a higher value of support_fraction (current value: 0.646).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-281.052510657297432 > -286.419081929616482). You may want to try with a higher value of support_fraction (current value: 0.631).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-186.857937876656877 > -272.285095743601346). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-235.923051170210954 > -237.295708027971898). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-209.901421692552134 > -259.250172563034084). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-265.650748795272193 > -265.898510492129219). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-234.069484071969271 > -262.263531052291796). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-235.923051170210954 > -237.295708027971898). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-209.901421692552134 > -259.250172563034084). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-265.650748795272193 > -265.898510492129219). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-234.069484071969271 > -262.263531052291796). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-49.979229149901450 > -53.498100609592356). You may want to try with a higher value of support_fraction (current value: 0.549).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-49.979229149901450 > -53.498100609592356). You may want to try with a higher value of support_fraction (current value: 0.549).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-49.979229149901450 > -53.498100609592356). You may want to try with a higher value of support_fraction (current value: 0.549).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-49.979229149901450 > -53.498100609592356). You may want to try with a higher value of support_fraction (current value: 0.549).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-49.979229149901450 > -53.498100609592356). You may want to try with a higher value of support_fraction (current value: 0.549).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-49.979229149901450 > -53.498100609592356). You may want to try with a higher value of support_fraction (current value: 0.549).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-49.979229149901450 > -53.498100609592356). You may want to try with a higher value of support_fraction (current value: 0.549).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-49.979229149901450 > -53.498100609592356). You may want to try with a higher value of support_fraction (current value: 0.549).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-49.979229149901450 > -53.498100609592356). You may want to try with a higher value of support_fraction (current value: 0.549).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-49.979229149901450 > -53.498100609592356). You may want to try with a higher value of support_fraction (current value: 0.549).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-49.979229149901450 > -53.498100609592356). You may want to try with a higher value of support_fraction (current value: 0.549).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-49.979229149901450 > -53.498100609592356). You may want to try with a higher value of support_fraction (current value: 0.549).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-49.979229149901450 > -53.498100609592356). You may want to try with a higher value of support_fraction (current value: 0.549).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-49.979229149901450 > -53.498100609592356). You may want to try with a higher value of support_fraction (current value: 0.549).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-49.979229149901450 > -53.498100609592356). You may want to try with a higher value of support_fraction (current value: 0.549).
2026-06-03 04:38:42,252 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (6) compared to nearby probes (6) for probe 197667. MinCovDet requires more samples than features.
2026-06-03 04:38:42,252 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (6) compared to nearby probes (7) for probe 197668. MinCovDet requires more samples than features.
2026-06-03 04:38:42,253 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (6) compared to nearby probes (8) for probe 197669. MinCovDet requires more samples than features.
2026-06-03 04:38:42,254 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (6) compared to nearby probes (8) for probe 197670. MinCovDet requires more samples than features.
2026-06-03 04:38:42,254 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (6) compared to nearby probes (9) for probe 197671. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-115.231356317197907 > -148.616545208257719). You may want to try with a higher value of support_fraction (current value: 0.824).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-119.784834411408539 > -154.370655552133400). You may want to try with a higher value of support_fraction (current value: 0.824).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-111.936648538062826 > -144.994355394894228). You may want to try with a higher value of support_fraction (current value: 0.824).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-111.936648538062826 > -140.951422587960451). You may want to try with a higher value of support_fraction (current value: 0.824).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-49.239232435405569 > -75.995627354889777). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-49.239232435405569 > -75.995627354889777). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-49.239232435405569 > -75.995627354889777). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-49.239232435405569 > -75.995627354889777). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-49.239232435405569 > -75.995627354889777). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-49.239232435405569 > -75.995627354889777). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-46.214848450154349 > -55.674233570513394). You may want to try with a higher value of support_fraction (current value: 0.549).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-46.214848450154349 > -56.367380751097016). You may want to try with a higher value of support_fraction (current value: 0.549).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-46.214848450154349 > -56.367380751097016). You may want to try with a higher value of support_fraction (current value: 0.549).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-46.214848450154349 > -55.674233570513394). You may want to try with a higher value of support_fraction (current value: 0.549).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-46.214848450154349 > -55.674233570513394). You may want to try with a higher value of support_fraction (current value: 0.549).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-19.393239414885478 > -50.707384192273551). You may want to try with a higher value of support_fraction (current value: 0.549).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-20.426254759694082 > -53.190680313972493). You may want to try with a higher value of support_fraction (current value: 0.549).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-20.426254759694082 > -53.190680313972493). You may want to try with a higher value of support_fraction (current value: 0.549).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-46.214848450154349 > -55.674233570513394). You may want to try with a higher value of support_fraction (current value: 0.549).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-46.214848450154349 > -56.367380751097016). You may want to try with a higher value of support_fraction (current value: 0.549).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-46.214848450154349 > -56.367380751097016). You may want to try with a higher value of support_fraction (current value: 0.549).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-46.214848450154349 > -55.674233570513394). You may want to try with a higher value of support_fraction (current value: 0.549).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-46.214848450154349 > -55.674233570513394). You may want to try with a higher value of support_fraction (current value: 0.549).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-19.393239414885478 > -50.707384192273551). You may want to try with a higher value of support_fraction (current value: 0.549).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-20.426254759694082 > -53.190680313972493). You may want to try with a higher value of support_fraction (current value: 0.549).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-20.426254759694082 > -53.190680313972493). You may want to try with a higher value of support_fraction (current value: 0.549).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-46.214848450154349 > -55.674233570513394). You may want to try with a higher value of support_fraction (current value: 0.549).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-46.214848450154349 > -56.367380751097016). You may want to try with a higher value of support_fraction (current value: 0.549).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-46.214848450154349 > -56.367380751097016). You may want to try with a higher value of support_fraction (current value: 0.549).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-46.214848450154349 > -55.674233570513394). You may want to try with a higher value of support_fraction (current value: 0.549).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-46.214848450154349 > -55.674233570513394). You may want to try with a higher value of support_fraction (current value: 0.549).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-19.393239414885478 > -50.707384192273551). You may want to try with a higher value of support_fraction (current value: 0.549).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-20.426254759694082 > -53.190680313972493). You may want to try with a higher value of support_fraction (current value: 0.549).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-20.426254759694082 > -53.190680313972493). You may want to try with a higher value of support_fraction (current value: 0.549).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-27.995811705567938 > -50.895661638437574). You may want to try with a higher value of support_fraction (current value: 0.551).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-27.995811705567938 > -50.895661638437574). You may want to try with a higher value of support_fraction (current value: 0.551).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-27.995811705567938 > -50.895661638437574). You may want to try with a higher value of support_fraction (current value: 0.551).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-27.995811705567938 > -50.895661638437574). You may want to try with a higher value of support_fraction (current value: 0.551).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-27.995811705567938 > -50.895661638437574). You may want to try with a higher value of support_fraction (current value: 0.551).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-27.995811705567938 > -50.895661638437574). You may want to try with a higher value of support_fraction (current value: 0.551).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-27.995811705567938 > -50.895661638437574). You may want to try with a higher value of support_fraction (current value: 0.551).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-27.995811705567938 > -50.895661638437574). You may want to try with a higher value of support_fraction (current value: 0.551).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-109.762552928915539 > -142.034350549890604). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-282.163934612645278 > -284.748165649567682). You may want to try with a higher value of support_fraction (current value: 0.661).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-271.405487592129305 > -275.553785687277013). You may want to try with a higher value of support_fraction (current value: 0.661).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-271.105668949820370 > -274.753268641577449). You may want to try with a higher value of support_fraction (current value: 0.661).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-239.890110257176246 > -240.511934036660222). You may want to try with a higher value of support_fraction (current value: 0.645).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-186.028100628296727 > -186.379498515128120). You may want to try with a higher value of support_fraction (current value: 0.645).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-266.635136557648764 > -266.909998851374098). You may want to try with a higher value of support_fraction (current value: 0.645).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-239.890110257176246 > -240.511934036660222). You may want to try with a higher value of support_fraction (current value: 0.645).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-186.028100628296727 > -186.379498515128120). You may want to try with a higher value of support_fraction (current value: 0.645).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-266.635136557648764 > -266.909998851374098). You may want to try with a higher value of support_fraction (current value: 0.645).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-256.189244363620617 > -257.743222912682540). You may want to try with a higher value of support_fraction (current value: 0.645).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-218.491027889134415 > -305.048049262985842). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-218.491027889134415 > -305.048049262985842). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-233.113142397971927 > -237.122728020440633). You may want to try with a higher value of support_fraction (current value: 0.613).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-234.463759730064936 > -238.745260987745155). You may want to try with a higher value of support_fraction (current value: 0.613).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-233.113142397971927 > -237.122728020440633). You may want to try with a higher value of support_fraction (current value: 0.613).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-234.463759730064936 > -238.745260987745155). You may want to try with a higher value of support_fraction (current value: 0.613).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-84.103780919944953 > -133.756340692035707). You may want to try with a higher value of support_fraction (current value: 0.587).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-110.810392062168688 > -112.016100882021988). You may want to try with a higher value of support_fraction (current value: 0.587).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-84.103780919944953 > -133.756340692035707). You may want to try with a higher value of support_fraction (current value: 0.587).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-110.810392062168688 > -112.016100882021988). You may want to try with a higher value of support_fraction (current value: 0.587).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-84.103780919944953 > -133.756340692035707). You may want to try with a higher value of support_fraction (current value: 0.587).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-110.810392062168688 > -112.016100882021988). You may want to try with a higher value of support_fraction (current value: 0.587).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-84.103780919944953 > -133.756340692035707). You may want to try with a higher value of support_fraction (current value: 0.587).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-110.810392062168688 > -112.016100882021988). You may want to try with a higher value of support_fraction (current value: 0.587).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-84.103780919944953 > -133.756340692035707). You may want to try with a higher value of support_fraction (current value: 0.587).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-110.810392062168688 > -112.016100882021988). You may want to try with a higher value of support_fraction (current value: 0.587).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-84.103780919944953 > -133.756340692035707). You may want to try with a higher value of support_fraction (current value: 0.587).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-110.810392062168688 > -112.016100882021988). You may want to try with a higher value of support_fraction (current value: 0.587).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-84.103780919944953 > -133.756340692035707). You may want to try with a higher value of support_fraction (current value: 0.587).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-110.810392062168688 > -112.016100882021988). You may want to try with a higher value of support_fraction (current value: 0.587).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-112.455079268318258 > -135.554112596728032). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-114.428506045988613 > -135.401500204131651). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-113.242677355156758 > -136.239888512459771). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-112.741030119898326 > -136.569082834529638). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-105.087827775015441 > -133.051802587082875). You may want to try with a higher value of support_fraction (current value: 0.600).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-109.844903255432257 > -138.610060048141492). You may want to try with a higher value of support_fraction (current value: 0.600).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-104.521525465314340 > -132.518460205847191). You may want to try with a higher value of support_fraction (current value: 0.600).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-105.087827775015441 > -133.051802587082875). You may want to try with a higher value of support_fraction (current value: 0.600).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-109.844903255432257 > -138.610060048141492). You may want to try with a higher value of support_fraction (current value: 0.600).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-104.521525465314340 > -132.518460205847191). You may want to try with a higher value of support_fraction (current value: 0.600).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-87.199592005837104 > -114.839918109651592). You may want to try with a higher value of support_fraction (current value: 0.600).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-164.025875638173886 > -164.364910868268964). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-164.025875638173886 > -164.364910868268964). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-164.025875638173886 > -164.364910868268964). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-164.025875638173886 > -164.364910868268964). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-164.025875638173886 > -164.364910868268964). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-164.025875638173886 > -164.364910868268964). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-164.025875638173886 > -164.364910868268964). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-164.025875638173886 > -164.364910868268964). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-164.025875638173886 > -164.364910868268964). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-164.025875638173886 > -164.364910868268964). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-164.025875638173886 > -164.364910868268964). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-164.025875638173886 > -164.364910868268964). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-164.025875638173886 > -164.364910868268964). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-164.025875638173886 > -164.364910868268964). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-149.974719992330932 > -151.679468088721876). You may want to try with a higher value of support_fraction (current value: 0.642).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-170.524081594170354 > -171.077584553846577). You may want to try with a higher value of support_fraction (current value: 0.642).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-254.960717396699351 > -264.435477655543423). You may want to try with a higher value of support_fraction (current value: 0.642).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-175.968121176102329 > -176.576222135764993). You may want to try with a higher value of support_fraction (current value: 0.642).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-169.747430985720371 > -171.031446497719855). You may want to try with a higher value of support_fraction (current value: 0.642).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-149.974719992330932 > -151.679468088721876). You may want to try with a higher value of support_fraction (current value: 0.642).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-170.524081594170354 > -171.077584553846577). You may want to try with a higher value of support_fraction (current value: 0.642).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-254.960717396699351 > -264.435477655543423). You may want to try with a higher value of support_fraction (current value: 0.642).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-175.968121176102329 > -176.576222135764993). You may want to try with a higher value of support_fraction (current value: 0.642).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-169.747430985720371 > -171.031446497719855). You may want to try with a higher value of support_fraction (current value: 0.642).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-271.111663678900072 > -273.568964316141091). You may want to try with a higher value of support_fraction (current value: 0.660).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-216.981394169522133 > -219.016108946607545). You may want to try with a higher value of support_fraction (current value: 0.660).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-273.574949258276320 > -274.196625692026714). You may want to try with a higher value of support_fraction (current value: 0.660).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-271.111663678900072 > -273.568964316141091). You may want to try with a higher value of support_fraction (current value: 0.660).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-216.981394169522133 > -219.016108946607545). You may want to try with a higher value of support_fraction (current value: 0.660).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-273.574949258276320 > -274.196625692026714). You may want to try with a higher value of support_fraction (current value: 0.660).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-357.454680298752578 > -358.301167295787025). You may want to try with a higher value of support_fraction (current value: 0.679).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-324.179484052413784 > -326.854648132395596). You may want to try with a higher value of support_fraction (current value: 0.679).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-386.568397918491428 > -414.349090128819910). You may want to try with a higher value of support_fraction (current value: 0.679).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-384.424516554156071 > -389.087939102164398). You may want to try with a higher value of support_fraction (current value: 0.679).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-357.454680298752578 > -358.301167295787025). You may want to try with a higher value of support_fraction (current value: 0.679).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-324.179484052413784 > -326.854648132395596). You may want to try with a higher value of support_fraction (current value: 0.679).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-386.568397918491428 > -414.349090128819910). You may want to try with a higher value of support_fraction (current value: 0.679).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-384.424516554156071 > -389.087939102164398). You may want to try with a higher value of support_fraction (current value: 0.679).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-164.895742524272009 > -164.897558274369658). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-257.003131769761524 > -258.521112885532830). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-257.944462611002336 > -259.676400499286387). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-248.193906462766250 > -249.750655564923477). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-253.963535929743927 > -254.353306292107902). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-223.461538784181272 > -225.932448119013173). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-259.185200564592549 > -261.356862391154664). You may want to try with a higher value of support_fraction (current value: 0.735).
2026-06-03 04:39:15,389 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (14) compared to nearby probes (15) for probe 153222. MinCovDet requires more samples than features.
2026-06-03 04:39:15,389 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (14) compared to nearby probes (15) for probe 153223. MinCovDet requires more samples than features.
2026-06-03 04:39:15,390 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (16) for probe 153224. MinCovDet requires more samples than features.
2026-06-03 04:39:15,404 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (19) for probe 107000. MinCovDet requires more samples than features.
2026-06-03 04:39:15,405 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (19) for probe 107001. MinCovDet requires more samples than features.
2026-06-03 04:39:15,406 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (19) for probe 107002. MinCovDet requires more samples than features.
2026-06-03 04:39:15,406 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (19) for probe 107003. MinCovDet requires more samples than features.
2026-06-03 04:39:15,407 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (19) for probe 107004. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-379.448675716099558 > -379.660049656123078). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-367.002305726476550 > -368.389927797694725). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-364.789686090306304 > -365.789144663894263). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-378.073359940645901 > -379.816787589154558). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-362.478620701185150 > -365.642364852285084). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-358.794634035658646 > -360.221969873078763). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-359.485792852026691 > -361.041612651713137). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-358.266515748707434 > -360.735039409894114). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-361.719961066777330 > -363.023996321900427). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-361.837242188311677 > -364.144482959190725). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-359.804205747728076 > -362.928114224262401). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-358.794634035658646 > -360.221969873078763). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-359.485792852026691 > -361.041612651713137). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-358.266515748707434 > -360.735039409894114). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-361.719961066777330 > -363.023996321900427). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-361.837242188311677 > -364.144482959190725). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-359.804205747728076 > -362.928114224262401). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-358.794634035658646 > -360.221969873078763). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-359.485792852026691 > -361.041612651713137). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-358.266515748707434 > -360.735039409894114). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-361.719961066777330 > -363.023996321900427). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-361.837242188311677 > -364.144482959190725). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-359.804205747728076 > -362.928114224262401). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-358.794634035658646 > -360.221969873078763). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-359.485792852026691 > -361.041612651713137). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-358.266515748707434 > -360.735039409894114). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-361.719961066777330 > -363.023996321900427). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-361.837242188311677 > -364.144482959190725). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-359.804205747728076 > -362.928114224262401). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-358.794634035658646 > -360.221969873078763). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-359.485792852026691 > -361.041612651713137). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-358.266515748707434 > -360.735039409894114). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-361.719961066777330 > -363.023996321900427). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-361.837242188311677 > -364.144482959190725). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-359.804205747728076 > -362.928114224262401). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-358.794634035658646 > -360.221969873078763). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-359.485792852026691 > -361.041612651713137). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-358.266515748707434 > -360.735039409894114). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-361.719961066777330 > -363.023996321900427). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-361.837242188311677 > -364.144482959190725). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-359.804205747728076 > -362.928114224262401). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-358.794634035658646 > -360.221969873078763). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-359.485792852026691 > -361.041612651713137). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-358.266515748707434 > -360.735039409894114). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-361.719961066777330 > -363.023996321900427). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-361.837242188311677 > -364.144482959190725). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-359.804205747728076 > -362.928114224262401). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-233.979254590892793 > -268.530168532972141). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-154.948737581311946 > -155.394197747343156). You may want to try with a higher value of support_fraction (current value: 0.738).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-154.948737581311946 > -155.394197747343156). You may want to try with a higher value of support_fraction (current value: 0.738).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-154.948737581311946 > -155.394197747343156). You may want to try with a higher value of support_fraction (current value: 0.738).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-251.970848983998820 > -253.449936368547100). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-163.464949525229571 > -163.956921789952872). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-294.701483383454274 > -296.389824560199258). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-170.149338038642526 > -170.274246398592965). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.821712736673987 > -203.029973853692127). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-247.045286966631693 > -253.733984899546272). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-183.068775718886627 > -183.078885116554829). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-163.464949525229571 > -163.956921789952872). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-170.149338038642526 > -170.274246398592965). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-294.701483383454274 > -296.389824560199258). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.821712736673987 > -203.029973853692127). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-247.045286966631693 > -253.733984899546272). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-183.068775718886627 > -183.078885116554829). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-163.464949525229571 > -163.956921789952872). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-170.149338038642526 > -170.274246398592965). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.821712736673987 > -203.029973853692127). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-247.045286966631693 > -253.733984899546272). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-183.068775718886627 > -183.078885116554829). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-254.707506398152617 > -283.364828304463288). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-163.464949525229571 > -163.956921789952872). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-170.149338038642526 > -170.274246398592965). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.821712736673987 > -203.029973853692127). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-247.045286966631693 > -253.733984899546272). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-183.068775718886627 > -183.078885116554829). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-254.988845301359873 > -255.135025221996301). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-316.945636477624134 > -317.631723675865942). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-163.464949525229571 > -163.956921789952872). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-254.707506398152617 > -283.364828304463288). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-170.149338038642526 > -170.274246398592965). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.821712736673987 > -203.029973853692127). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-247.045286966631693 > -253.733984899546272). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-183.068775718886627 > -183.078885116554829). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-163.464949525229571 > -163.956921789952872). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-254.988845301359873 > -255.135025221996301). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-316.945636477624134 > -317.631723675865942). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-170.149338038642526 > -170.274246398592965). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.821712736673987 > -203.029973853692127). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-247.045286966631693 > -253.733984899546272). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-183.068775718886627 > -183.078885116554829). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-163.464949525229571 > -163.956921789952872). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-170.149338038642526 > -170.274246398592965). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.821712736673987 > -203.029973853692127). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-247.045286966631693 > -253.733984899546272). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-183.068775718886627 > -183.078885116554829). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-163.464949525229571 > -163.956921789952872). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-170.149338038642526 > -170.274246398592965). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.821712736673987 > -203.029973853692127). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-247.045286966631693 > -253.733984899546272). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-183.068775718886627 > -183.078885116554829). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-256.000421764360510 > -257.890782547366769). You may want to try with a higher value of support_fraction (current value: 0.631).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-160.087234416236072 > -160.118601392704619). You may want to try with a higher value of support_fraction (current value: 0.660).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-256.000421764360510 > -257.890782547366769). You may want to try with a higher value of support_fraction (current value: 0.631).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-135.012404439911819 > -135.561139747945077). You may want to try with a higher value of support_fraction (current value: 0.622).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-254.276507590918953 > -257.647640114756314). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-254.276507590918953 > -255.165255285599073). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-253.304375644733938 > -256.799714242279322). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-253.304375644733938 > -258.079862463784025). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-39.252762621982612 > -67.062319837590138). You may want to try with a higher value of support_fraction (current value: 0.559).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-16.335522230344097 > -48.531126126684001). You may want to try with a higher value of support_fraction (current value: 0.538).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-16.335522230344097 > -48.531126126684001). You may want to try with a higher value of support_fraction (current value: 0.538).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-134.559437816579248 > -136.369848582101554). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-87.184521261964179 > -133.124324735764702). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-134.559437816579248 > -136.369848582101554). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-87.184521261964179 > -133.124324735764702). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-134.559437816579248 > -136.369848582101554). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-87.184521261964179 > -133.124324735764702). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-134.559437816579248 > -136.369848582101554). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-87.184521261964179 > -133.124324735764702). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-185.179228753187601 > -185.214308757191816). You may want to try with a higher value of support_fraction (current value: 0.732).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-191.388688394018516 > -192.939893748781969). You may want to try with a higher value of support_fraction (current value: 0.732).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-188.060171836794950 > -188.478475066722154). You may want to try with a higher value of support_fraction (current value: 0.732).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-191.203230248834302 > -191.766683408877782). You may want to try with a higher value of support_fraction (current value: 0.732).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-193.272922288702830 > -193.530709248779260). You may want to try with a higher value of support_fraction (current value: 0.732).
2026-06-03 04:39:45,166 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (2) compared to nearby probes (2) for probe 433990. MinCovDet requires more samples than features.
2026-06-03 04:39:45,166 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (2) compared to nearby probes (2) for probe 433991. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-291.154677593731947 > -313.364703653446952). You may want to try with a higher value of support_fraction (current value: 0.625).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-287.471829411625265 > -311.769401668487546). You may want to try with a higher value of support_fraction (current value: 0.625).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-235.081082933788764 > -310.487772827990852). You may want to try with a higher value of support_fraction (current value: 0.625).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-259.147057421519833 > -260.377878769603853). You may want to try with a higher value of support_fraction (current value: 0.625).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-290.768841327472501 > -313.980959021980198). You may want to try with a higher value of support_fraction (current value: 0.625).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-261.746946873324703 > -263.171565698189227). You may want to try with a higher value of support_fraction (current value: 0.625).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-338.273767667836637 > -388.994132788923821). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-334.754112776380225 > -390.062655867737817). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-360.927803914551532 > -362.309183968977891). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-335.714881410598821 > -337.792903252411179). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-331.838166635545804 > -502.616243535257922). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-305.088507195423290 > -307.269415696797637). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-379.690432215759984 > -382.518583356637293). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-432.541382936379307 > -433.549193871641364). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-430.613593305146367 > -431.546904548995599). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-498.953425967097985 > -553.001494098640364). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-411.903926379995028 > -412.144305594062359). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-446.934101763925071 > -447.995718605503100). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-514.744237992856597 > -622.428962111970122). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-481.463587267478601 > -484.626413892773883). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-540.921304606688523 > -595.856345069391068). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-565.664570391999064 > -569.298839266781670). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-540.921304606688523 > -595.856345069391068). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-565.664570391999064 > -569.298839266781670). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-660.249697595519820 > -660.997656631558243). You may want to try with a higher value of support_fraction (current value: 0.710).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-602.151104565647643 > -606.174390773252526). You may want to try with a higher value of support_fraction (current value: 0.710).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-660.249697595519820 > -660.997656631558243). You may want to try with a higher value of support_fraction (current value: 0.710).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-602.151104565647643 > -606.174390773252526). You may want to try with a higher value of support_fraction (current value: 0.710).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-572.101478095915809 > -572.372326906712942). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-620.150251964387280 > -627.043804138491851). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-132.174336475427566 > -132.483071957077613). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-132.174336475427566 > -136.333219558789324). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-162.650124857832651 > -163.232435519099283). You may want to try with a higher value of support_fraction (current value: 0.759).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-163.800108044555259 > -163.977910973091809). You may want to try with a higher value of support_fraction (current value: 0.759).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-162.650124857832651 > -163.232435519099283). You may want to try with a higher value of support_fraction (current value: 0.759).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-163.800108044555259 > -163.977910973091809). You may want to try with a higher value of support_fraction (current value: 0.759).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-207.231065767109556 > -210.687957354557284). You may want to try with a higher value of support_fraction (current value: 0.793).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-169.315539266997718 > -169.706976683570105). You may want to try with a higher value of support_fraction (current value: 0.793).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-174.921279236199609 > -174.994022575721971). You may want to try with a higher value of support_fraction (current value: 0.793).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-185.691507223886987 > -186.716519431430100). You may want to try with a higher value of support_fraction (current value: 0.806).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-185.986411073084383 > -186.667602069988618). You may want to try with a higher value of support_fraction (current value: 0.806).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-185.986411073084383 > -186.667602069988618). You may want to try with a higher value of support_fraction (current value: 0.806).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-208.978753725644140 > -209.359281234560228). You may want to try with a higher value of support_fraction (current value: 0.774).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-180.269099013802361 > -180.396775714005202). You may want to try with a higher value of support_fraction (current value: 0.774).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-104.324802147812051 > -104.523212312969150). You may want to try with a higher value of support_fraction (current value: 0.603).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-176.208647569678419 > -177.236351022366108). You may want to try with a higher value of support_fraction (current value: 0.774).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-203.045208606890810 > -205.985871461409175). You may want to try with a higher value of support_fraction (current value: 0.774).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-113.939376356990010 > -114.632523537543776). You may want to try with a higher value of support_fraction (current value: 0.597).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-108.900062179152613 > -110.217911195757964). You may want to try with a higher value of support_fraction (current value: 0.597).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-108.365269638729998 > -108.892545396118265). You may want to try with a higher value of support_fraction (current value: 0.597).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-108.471186070064903 > -108.797594146980387). You may want to try with a higher value of support_fraction (current value: 0.597).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-101.101965182260741 > -103.622459976209512). You may want to try with a higher value of support_fraction (current value: 0.581).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-145.771656501995068 > -146.036889964440405). You may want to try with a higher value of support_fraction (current value: 0.741).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-101.934719467938010 > -105.418919593626214). You may want to try with a higher value of support_fraction (current value: 0.581).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-146.728513478415778 > -146.891266477220341). You may want to try with a higher value of support_fraction (current value: 0.741).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-101.397566999360606 > -101.970437291986570). You may want to try with a higher value of support_fraction (current value: 0.581).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-134.336663518755984 > -135.658112234061832). You may want to try with a higher value of support_fraction (current value: 0.581).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-144.945957397921120 > -145.126774411728775). You may want to try with a higher value of support_fraction (current value: 0.741).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-136.716224085891895 > -138.685692988618172). You may want to try with a higher value of support_fraction (current value: 0.741).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-133.798600560953247 > -135.162080149637831). You may want to try with a higher value of support_fraction (current value: 0.704).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-152.835718310092204 > -152.987715225215140). You may want to try with a higher value of support_fraction (current value: 0.704).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-127.154750380422911 > -127.407713380613671). You may want to try with a higher value of support_fraction (current value: 0.704).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-127.897023320173759 > -127.917238252177853). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-167.501139176231391 > -167.592437028471466). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-353.346214184732332 > -354.377762976909651). You may want to try with a higher value of support_fraction (current value: 0.643).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-464.695681356874843 > -467.720145724415090). You may want to try with a higher value of support_fraction (current value: 0.738).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-469.415134348899528 > -471.584361441093961). You may want to try with a higher value of support_fraction (current value: 0.738).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-464.695681356874843 > -467.720145724415090). You may want to try with a higher value of support_fraction (current value: 0.738).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-469.415134348899528 > -471.584361441093961). You may want to try with a higher value of support_fraction (current value: 0.738).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-281.331733029647125 > -282.369283835526858). You may want to try with a higher value of support_fraction (current value: 0.631).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-281.331733029647125 > -282.369283835526858). You may want to try with a higher value of support_fraction (current value: 0.631).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.116830064561700 > -45.385942625211314). You may want to try with a higher value of support_fraction (current value: 0.533).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.116830064561700 > -45.385942625211314). You may want to try with a higher value of support_fraction (current value: 0.533).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.116830064561700 > -45.385942625211314). You may want to try with a higher value of support_fraction (current value: 0.533).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.116830064561700 > -45.385942625211314). You may want to try with a higher value of support_fraction (current value: 0.533).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.116830064561700 > -45.385942625211314). You may want to try with a higher value of support_fraction (current value: 0.533).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.116830064561700 > -45.385942625211314). You may want to try with a higher value of support_fraction (current value: 0.533).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.116830064561700 > -45.385942625211314). You may want to try with a higher value of support_fraction (current value: 0.533).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-85.872876696469390 > -86.166039379347083). You may want to try with a higher value of support_fraction (current value: 0.658).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-90.824689245280581 > -90.857429681480596). You may want to try with a higher value of support_fraction (current value: 0.658).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-102.989065439721685 > -104.764486899861396). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-104.801842029258623 > -105.803141089460425). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-102.989065439721685 > -104.814327492421469). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-102.989065439721685 > -104.764486899861396). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-104.801842029258623 > -105.803141089460425). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-102.989065439721685 > -104.814327492421469). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-133.198529185613495 > -134.317546867610616). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-95.967982893916599 > -96.061467077405027). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-97.112634070637469 > -97.192440598232196). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-97.192440598232196 > -101.188574278479877). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-161.268028570009449 > -163.181843557961486). You may want to try with a higher value of support_fraction (current value: 0.600).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-154.767419184028853 > -156.424422756013882). You may want to try with a higher value of support_fraction (current value: 0.631).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-192.401123602506061 > -193.256562220462769). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-192.401123602506061 > -193.256562220462769). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-192.401123602506061 > -193.256562220462769). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-192.401123602506061 > -193.256562220462769). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-314.495895379967067 > -315.580415391900999). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-241.375060688474235 > -244.980919504381859). You may want to try with a higher value of support_fraction (current value: 0.654).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-163.636261449396670 > -164.189669250725785). You may want to try with a higher value of support_fraction (current value: 0.654).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-275.483105557511408 > -275.687053521533016). You may want to try with a higher value of support_fraction (current value: 0.654).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-163.193931155146913 > -164.370112297717498). You may want to try with a higher value of support_fraction (current value: 0.654).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-214.133311797760086 > -215.543759372539370). You may want to try with a higher value of support_fraction (current value: 0.654).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-236.319502950487106 > -237.621313567137946). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-238.750976115592692 > -240.092002951244183). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-236.319502950487106 > -237.621313567137946). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-238.750976115592692 > -240.092002951244183). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-236.319502950487106 > -237.621313567137946). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-238.750976115592692 > -240.092002951244183). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-236.319502950487106 > -237.621313567137946). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-238.750976115592692 > -240.092002951244183). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-236.319502950487106 > -237.621313567137946). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-238.750976115592692 > -240.092002951244183). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-241.621073665127170 > -245.850137909507851). You may want to try with a higher value of support_fraction (current value: 0.654).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-159.334875654608879 > -159.743203719478032). You may want to try with a higher value of support_fraction (current value: 0.654).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-241.621073665127170 > -245.850137909507851). You may want to try with a higher value of support_fraction (current value: 0.654).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-159.334875654608879 > -159.743203719478032). You may want to try with a higher value of support_fraction (current value: 0.654).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-107.348539656593843 > -133.182294488933252). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-132.249001254936786 > -135.794575757348866). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-107.348539656593843 > -133.182294488933252). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-132.249001254936786 > -135.794575757348866). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-137.602391268012866 > -138.912474717980558). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-61.980454153710866 > -62.085814669368695). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-61.980454153710866 > -62.085814669368695). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-28.861081583005948 > -58.336669939558874). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-28.861081583005948 > -58.336669939558874). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-28.861081583005948 > -58.336669939558874). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-28.861081583005948 > -58.336669939558874). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-61.980454153710866 > -62.085814669368695). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-61.980454153710866 > -62.085814669368695). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-61.980454153710866 > -62.085814669368695). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-61.980454153710866 > -62.085814669368695). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-61.980454153710866 > -62.085814669368695). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-61.980454153710866 > -62.085814669368695). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-28.861081583005948 > -58.336669939558874). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-28.861081583005948 > -58.336669939558874). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-28.861081583005948 > -58.336669939558874). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-28.861081583005948 > -58.336669939558874). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-61.980454153710866 > -62.085814669368695). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-61.980454153710866 > -62.085814669368695). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-61.980454153710866 > -62.085814669368695). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-61.980454153710866 > -62.085814669368695). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-61.980454153710866 > -62.085814669368695). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-61.980454153710866 > -62.085814669368695). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-28.861081583005948 > -58.336669939558874). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-28.861081583005948 > -58.336669939558874). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-28.861081583005948 > -58.336669939558874). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-28.861081583005948 > -58.336669939558874). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-61.980454153710866 > -62.085814669368695). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-61.980454153710866 > -62.085814669368695). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-61.980454153710866 > -62.085814669368695). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-61.980454153710866 > -62.085814669368695). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
2026-06-03 04:41:03,465 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (2) compared to nearby probes (2) for probe 299232. MinCovDet requires more samples than features.
2026-06-03 04:41:03,466 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (2) compared to nearby probes (2) for probe 299233. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-91.293999787430124 > -91.603831248506424). You may want to try with a higher value of support_fraction (current value: 0.647).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-95.686551530481580 > -96.173921659355130). You may want to try with a higher value of support_fraction (current value: 0.647).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-95.686551530481580 > -96.101363083471966). You may want to try with a higher value of support_fraction (current value: 0.647).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-69.900260954792245 > -69.949696207651755). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-69.900260954792245 > -69.949696207651755). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-69.900260954792245 > -69.949696207651755). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-69.900260954792245 > -69.949696207651755). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-69.900260954792245 > -69.949696207651755). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-65.830321150439659 > -66.194979508510329). You may want to try with a higher value of support_fraction (current value: 0.590).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-72.474556656199709 > -72.789015268092200). You may want to try with a higher value of support_fraction (current value: 0.590).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-124.037365125294968 > -125.118277836850396). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-121.106770799540953 > -121.242112147434000). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-125.012889841931340 > -125.418354950135566). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-125.138774352198567 > -125.309493459984481). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-119.486090066741525 > -119.674821008695176). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-125.156781541004975 > -125.230889513171249). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-121.194209529326628 > -122.110500261197487). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-120.841095878709098 > -121.227868853747012). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-120.379696365602925 > -120.565413511404444). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-123.478376686488929 > -124.558639836335061). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-124.037365125294968 > -125.118277836850396). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-121.106770799540953 > -121.242112147434000). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-125.012889841931340 > -125.418354950135566). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-125.138774352198567 > -125.309493459984481). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-119.486090066741525 > -119.674821008695176). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-125.156781541004975 > -125.230889513171249). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-121.194209529326628 > -122.110500261197487). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-120.841095878709098 > -121.227868853747012). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-120.379696365602925 > -120.565413511404444). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-123.478376686488929 > -124.558639836335061). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-124.037365125294968 > -125.118277836850396). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-121.106770799540953 > -121.242112147434000). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-125.012889841931340 > -125.418354950135566). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-125.138774352198567 > -125.309493459984481). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-119.486090066741525 > -119.674821008695176). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-125.156781541004975 > -125.230889513171249). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-121.194209529326628 > -122.110500261197487). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-120.841095878709098 > -121.227868853747012). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-120.379696365602925 > -120.565413511404444). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-123.478376686488929 > -124.558639836335061). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-372.841670491611012 > -374.618693494916329). You may want to try with a higher value of support_fraction (current value: 0.828).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-372.326888628491815 > -374.449796749521511). You may want to try with a higher value of support_fraction (current value: 0.828).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-367.589823823393090 > -369.753336555215185). You may want to try with a higher value of support_fraction (current value: 0.828).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-370.873523343796705 > -372.635694369175326). You may want to try with a higher value of support_fraction (current value: 0.828).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-368.436562080058707 > -369.966227318166091). You may want to try with a higher value of support_fraction (current value: 0.828).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-372.909352889771753 > -373.166832227471218). You may want to try with a higher value of support_fraction (current value: 0.828).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-372.917919841532523 > -373.474902346802594). You may want to try with a higher value of support_fraction (current value: 0.828).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-372.841670491611012 > -374.618693494916329). You may want to try with a higher value of support_fraction (current value: 0.828).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-372.326888628491815 > -374.449796749521511). You may want to try with a higher value of support_fraction (current value: 0.828).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-367.589823823393090 > -369.753336555215185). You may want to try with a higher value of support_fraction (current value: 0.828).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-370.873523343796705 > -372.635694369175326). You may want to try with a higher value of support_fraction (current value: 0.828).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-368.436562080058707 > -369.966227318166091). You may want to try with a higher value of support_fraction (current value: 0.828).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-372.909352889771753 > -373.166832227471218). You may want to try with a higher value of support_fraction (current value: 0.828).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-372.917919841532523 > -373.474902346802594). You may want to try with a higher value of support_fraction (current value: 0.828).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-420.778039748109052 > -424.244764348880949). You may want to try with a higher value of support_fraction (current value: 0.862).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-420.497665918366351 > -420.846255870165521). You may want to try with a higher value of support_fraction (current value: 0.862).
2026-06-03 04:41:15,346 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (18) for probe 439806. MinCovDet requires more samples than features.
2026-06-03 04:41:15,346 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (18) for probe 439807. MinCovDet requires more samples than features.
2026-06-03 04:41:15,347 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (18) for probe 439808. MinCovDet requires more samples than features.
2026-06-03 04:41:15,348 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (18) for probe 439809. MinCovDet requires more samples than features.
2026-06-03 04:41:15,348 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (18) for probe 439810. MinCovDet requires more samples than features.
2026-06-03 04:41:15,349 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (18) for probe 439811. MinCovDet requires more samples than features.
2026-06-03 04:41:15,349 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (18) for probe 439812. MinCovDet requires more samples than features.
2026-06-03 04:41:15,350 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (18) for probe 439813. MinCovDet requires more samples than features.
2026-06-03 04:41:15,350 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (18) for probe 439814. MinCovDet requires more samples than features.
2026-06-03 04:41:15,351 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (18) for probe 439815. MinCovDet requires more samples than features.
2026-06-03 04:41:15,351 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (18) for probe 439816. MinCovDet requires more samples than features.
2026-06-03 04:41:15,352 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (18) for probe 439817. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-373.160027335909945 > -378.672321213878888). You may want to try with a higher value of support_fraction (current value: 0.617).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-344.375293115327622 > -371.315453065401414). You may want to try with a higher value of support_fraction (current value: 0.617).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-373.160027335909945 > -378.672321213878888). You may want to try with a higher value of support_fraction (current value: 0.617).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-344.375293115327622 > -371.315453065401414). You may want to try with a higher value of support_fraction (current value: 0.617).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-373.160027335909945 > -378.672321213878888). You may want to try with a higher value of support_fraction (current value: 0.617).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-344.375293115327622 > -371.315453065401414). You may want to try with a higher value of support_fraction (current value: 0.617).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-237.295657241216048 > -238.043647316556985). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-235.676359692337996 > -237.403229397271986). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-233.998366489506310 > -237.743415780067096). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-234.063911107460967 > -234.365783475262049). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-237.295657241216048 > -238.043647316556985). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-235.676359692337996 > -237.403229397271986). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-233.998366489506310 > -237.743415780067096). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-234.063911107460967 > -234.365783475262049). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-237.295657241216048 > -238.043647316556985). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-235.676359692337996 > -237.403229397271986). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-233.998366489506310 > -237.743415780067096). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-234.063911107460967 > -234.365783475262049). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-237.295657241216048 > -238.043647316556985). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-235.676359692337996 > -237.403229397271986). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-233.998366489506310 > -237.743415780067096). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-234.063911107460967 > -234.365783475262049). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-237.295657241216048 > -238.043647316556985). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-235.676359692337996 > -237.403229397271986). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-233.998366489506310 > -237.743415780067096). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-234.063911107460967 > -234.365783475262049). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-237.295657241216048 > -238.043647316556985). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-235.676359692337996 > -237.403229397271986). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-233.998366489506310 > -237.743415780067096). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-234.063911107460967 > -234.365783475262049). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-237.295657241216048 > -238.043647316556985). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-235.676359692337996 > -237.403229397271986). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-233.998366489506310 > -237.743415780067096). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-234.063911107460967 > -234.365783475262049). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-142.464032955463466 > -142.541004074473761). You may want to try with a higher value of support_fraction (current value: 0.613).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-142.464032955463466 > -142.541004074473761). You may want to try with a higher value of support_fraction (current value: 0.613).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-142.464032955463466 > -142.541004074473761). You may want to try with a higher value of support_fraction (current value: 0.613).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-142.464032955463466 > -142.541004074473761). You may want to try with a higher value of support_fraction (current value: 0.613).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-142.464032955463466 > -142.541004074473761). You may want to try with a higher value of support_fraction (current value: 0.613).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-142.464032955463466 > -142.541004074473761). You may want to try with a higher value of support_fraction (current value: 0.613).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-142.464032955463466 > -142.541004074473761). You may want to try with a higher value of support_fraction (current value: 0.613).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-252.268236224530852 > -253.944185673378115). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-232.924475145244827 > -233.144307672328296). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-320.780226064460521 > -325.887153876700836). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-276.597414400251012 > -278.920354665559330). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-392.077665133521521 > -395.106990385808444). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-333.796437124004910 > -416.632871459451849). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-393.809368531067378 > -394.178248050207856). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-392.077665133521521 > -394.416999397083146). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-393.265143341417229 > -450.797462510558830). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-425.761315324117504 > -428.639128046526366). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-425.028675283765779 > -425.761315324117504). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-464.725493789965185 > -527.071004450922828). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-464.041665471786473 > -524.270961479127550). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-567.605978628996922 > -568.935193223939223). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-567.605978628996922 > -568.935193223939223). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-638.275591434954208 > -667.272589601968320). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-638.275591434954208 > -663.351133738045291). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-705.918198535614238 > -707.063970561314932). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-705.918198535614238 > -706.827891575432773). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-705.918198535614238 > -709.337809231977189). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-705.918198535614238 > -707.063970561314932). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-705.918198535614238 > -706.827891575432773). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-705.918198535614238 > -709.337809231977189). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-634.416043409847703 > -635.420314415477606). You may want to try with a higher value of support_fraction (current value: 0.723).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-664.348646404111491 > -664.635072856506213). You may want to try with a higher value of support_fraction (current value: 0.723).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-692.431713365070777 > -697.793001767077271). You may want to try with a higher value of support_fraction (current value: 0.723).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-687.347885741340292 > -687.496048544388941). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-689.482891404138286 > -690.963341142754643). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-716.366194401163739 > -717.436858347636075). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-687.347885741340292 > -687.496048544388941). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-689.482891404138286 > -690.963341142754643). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-716.366194401163739 > -717.436858347636075). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-679.477937921336206 > -680.932073557341482). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-649.279501510250952 > -651.157517846685323). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-679.477937921336206 > -680.932073557341482). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-649.279501510250952 > -651.157517846685323). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-611.013286813273112 > -613.380207939455431). You may want to try with a higher value of support_fraction (current value: 0.724).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-577.439138382882334 > -578.620551457206489). You may want to try with a higher value of support_fraction (current value: 0.724).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-613.630999541850429 > -613.795951933275887). You may want to try with a higher value of support_fraction (current value: 0.724).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-494.590809938802693 > -497.172569210043264). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-429.793245129756883 > -431.830345753664631). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-494.590809938802693 > -497.172569210043264). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-429.793245129756883 > -431.830345753664631). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-312.425894117372707 > -314.959185234961865). You may want to try with a higher value of support_fraction (current value: 0.833).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-316.542831559344961 > -316.814923627816029). You may want to try with a higher value of support_fraction (current value: 0.833).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-312.425894117372707 > -314.959185234961865). You may want to try with a higher value of support_fraction (current value: 0.833).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-316.542831559344961 > -316.814923627816029). You may want to try with a higher value of support_fraction (current value: 0.833).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-291.894892735665508 > -292.138470872730522). You may want to try with a higher value of support_fraction (current value: 0.806).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-240.321259315505614 > -242.178607211321435). You may want to try with a higher value of support_fraction (current value: 0.806).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-315.494340061802973 > -315.887676114115095). You may want to try with a higher value of support_fraction (current value: 0.806).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-294.390310925768574 > -298.392107938493098). You may want to try with a higher value of support_fraction (current value: 0.806).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-323.811945731249523 > -327.240717647838721). You may want to try with a higher value of support_fraction (current value: 0.806).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-291.894892735665508 > -292.138470872730522). You may want to try with a higher value of support_fraction (current value: 0.806).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-240.321259315505614 > -242.178607211321435). You may want to try with a higher value of support_fraction (current value: 0.806).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-315.494340061802973 > -315.887676114115095). You may want to try with a higher value of support_fraction (current value: 0.806).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-294.390310925768574 > -298.392107938493098). You may want to try with a higher value of support_fraction (current value: 0.806).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-323.811945731249523 > -327.240717647838721). You may want to try with a higher value of support_fraction (current value: 0.806).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-323.694042964985783 > -327.359718112642213). You may want to try with a higher value of support_fraction (current value: 0.778).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-234.982259259816516 > -235.646426143818076). You may want to try with a higher value of support_fraction (current value: 0.778).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-308.665425138386581 > -309.093438191657413). You may want to try with a higher value of support_fraction (current value: 0.778).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-318.851494320138556 > -319.398501279272352). You may want to try with a higher value of support_fraction (current value: 0.778).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-323.694042964985783 > -327.359718112642213). You may want to try with a higher value of support_fraction (current value: 0.778).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-234.982259259816516 > -235.646426143818076). You may want to try with a higher value of support_fraction (current value: 0.778).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-308.665425138386581 > -309.093438191657413). You may want to try with a higher value of support_fraction (current value: 0.778).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-318.851494320138556 > -319.398501279272352). You may want to try with a higher value of support_fraction (current value: 0.778).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-215.099189516129371 > -215.215236414171585). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-270.326987109957543 > -270.804412559343120). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-273.922588515548568 > -274.169592492371464). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-244.821060061827694 > -245.016044582678290). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-271.853542558429069 > -272.456664332596176). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-273.477401305339924 > -273.812358214616893). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-215.099189516129371 > -215.215236414171585). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-270.326987109957543 > -270.804412559343120). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-273.922588515548568 > -274.169592492371464). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-244.821060061827694 > -245.016044582678290). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-271.853542558429069 > -272.456664332596176). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-273.477401305339924 > -273.812358214616893). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-215.099189516129371 > -215.215236414171585). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-270.326987109957543 > -270.804412559343120). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-273.922588515548568 > -274.169592492371464). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-244.821060061827694 > -245.016044582678290). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-271.853542558429069 > -272.456664332596176). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-273.477401305339924 > -273.812358214616893). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-139.657504842652656 > -140.225854020040259). You may want to try with a higher value of support_fraction (current value: 0.569).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-217.421956179488973 > -218.084610237027249). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-344.039691348587155 > -344.149489924503428). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-254.633733394189107 > -372.369174370035012). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-343.505764381879942 > -346.011330943321582). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-344.039691348587155 > -344.149489924503428). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-254.633733394189107 > -372.369174370035012). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-343.505764381879942 > -346.011330943321582). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-344.039691348587155 > -344.149489924503428). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-254.633733394189107 > -372.369174370035012). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-343.505764381879942 > -346.011330943321582). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-344.039691348587155 > -344.149489924503428). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-254.633733394189107 > -372.369174370035012). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-343.505764381879942 > -346.011330943321582). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-152.970808889598430 > -184.069617133063304). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-153.360958536322983 > -182.154314758308374). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-152.970808889598430 > -184.069617133063304). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-153.360958536322983 > -182.154314758308374). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-152.970808889598430 > -184.069617133063304). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-153.360958536322983 > -182.154314758308374). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-152.970808889598430 > -184.069617133063304). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-153.360958536322983 > -182.154314758308374). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-152.970808889598430 > -184.069617133063304). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-153.360958536322983 > -182.154314758308374). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-152.970808889598430 > -184.069617133063304). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-153.360958536322983 > -182.154314758308374). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-173.448757675784947 > -209.986649366481174). You may want to try with a higher value of support_fraction (current value: 0.646).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-276.525406589076908 > -278.408359957781727). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-274.295857784848408 > -276.009645308050438). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-276.053263070000980 > -278.974196228180062). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-908.135796605298310 > -909.522886418038183). You may want to try with a higher value of support_fraction (current value: 0.746).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-908.135796605298310 > -909.522886418038183). You may want to try with a higher value of support_fraction (current value: 0.746).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-901.271176611950068 > -901.807584777700413). You may want to try with a higher value of support_fraction (current value: 0.796).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-898.026468053938174 > -900.018225831023983). You may want to try with a higher value of support_fraction (current value: 0.796).
2026-06-03 04:41:31,250 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (27) for probe 347582. MinCovDet requires more samples than features.
2026-06-03 04:41:31,251 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (29) for probe 347583. MinCovDet requires more samples than features.
2026-06-03 04:41:31,251 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (29) for probe 347584. MinCovDet requires more samples than features.
2026-06-03 04:41:31,252 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (29) for probe 347585. MinCovDet requires more samples than features.
2026-06-03 04:41:31,252 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (29) for probe 347586. MinCovDet requires more samples than features.
2026-06-03 04:41:31,253 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (28) for probe 347587. MinCovDet requires more samples than features.
2026-06-03 04:41:31,253 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (27) for probe 347588. MinCovDet requires more samples than features.
2026-06-03 04:41:31,254 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (26) for probe 347589. MinCovDet requires more samples than features.
2026-06-03 04:41:31,254 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (26) for probe 347590. MinCovDet requires more samples than features.
2026-06-03 04:41:31,254 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (24) for probe 347591. MinCovDet requires more samples than features.
2026-06-03 04:41:31,255 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (24) for probe 347592. MinCovDet requires more samples than features.
2026-06-03 04:41:31,255 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (23) for probe 347593. MinCovDet requires more samples than features.
2026-06-03 04:41:31,256 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (23) for probe 347594. MinCovDet requires more samples than features.
2026-06-03 04:41:31,256 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (21) for probe 347595. MinCovDet requires more samples than features.
2026-06-03 04:41:31,257 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (21) for probe 347596. MinCovDet requires more samples than features.
2026-06-03 04:41:31,257 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (19) for probe 347597. MinCovDet requires more samples than features.
2026-06-03 04:41:31,257 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (19) for probe 347598. MinCovDet requires more samples than features.
2026-06-03 04:41:31,258 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (18) for probe 347599. MinCovDet requires more samples than features.
2026-06-03 04:41:31,258 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (16) for probe 347600. MinCovDet requires more samples than features.
2026-06-03 04:41:31,259 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (16) for probe 347601. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-292.005692035367247 > -293.825626264319112). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-292.829920665046529 > -294.669441261764632). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-292.005692035367247 > -293.825626264319112). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-292.829920665046529 > -294.669441261764632). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-185.883352797284147 > -213.087777183899618). You may want to try with a higher value of support_fraction (current value: 0.612).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-153.427971991521218 > -182.372115608835202). You may want to try with a higher value of support_fraction (current value: 0.612).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-185.883352797284147 > -213.087777183899618). You may want to try with a higher value of support_fraction (current value: 0.612).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-153.427971991521218 > -182.372115608835202). You may want to try with a higher value of support_fraction (current value: 0.612).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-185.883352797284147 > -213.087777183899618). You may want to try with a higher value of support_fraction (current value: 0.612).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-153.427971991521218 > -182.372115608835202). You may want to try with a higher value of support_fraction (current value: 0.612).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-185.883352797284147 > -213.087777183899618). You may want to try with a higher value of support_fraction (current value: 0.612).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-153.427971991521218 > -182.372115608835202). You may want to try with a higher value of support_fraction (current value: 0.612).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-185.883352797284147 > -213.087777183899618). You may want to try with a higher value of support_fraction (current value: 0.612).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-153.427971991521218 > -182.372115608835202). You may want to try with a higher value of support_fraction (current value: 0.612).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-185.883352797284147 > -213.087777183899618). You may want to try with a higher value of support_fraction (current value: 0.612).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-153.427971991521218 > -182.372115608835202). You may want to try with a higher value of support_fraction (current value: 0.612).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-75.566759670184695 > -76.562000298991137). You may want to try with a higher value of support_fraction (current value: 0.706).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-75.566759670184695 > -76.562000298991137). You may want to try with a higher value of support_fraction (current value: 0.706).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-75.566759670184695 > -76.562000298991137). You may want to try with a higher value of support_fraction (current value: 0.706).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-75.566759670184695 > -76.562000298991137). You may want to try with a higher value of support_fraction (current value: 0.706).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-75.566759670184695 > -76.562000298991137). You may want to try with a higher value of support_fraction (current value: 0.706).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-103.004472793483927 > -127.981600843557146). You may want to try with a higher value of support_fraction (current value: 0.603).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-94.530387037747019 > -123.134695790352652). You may want to try with a higher value of support_fraction (current value: 0.603).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-90.321052972908660 > -111.472875004111188). You may want to try with a higher value of support_fraction (current value: 0.587).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-90.321052972908660 > -111.472875004111188). You may want to try with a higher value of support_fraction (current value: 0.587).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-90.321052972908660 > -111.472875004111188). You may want to try with a higher value of support_fraction (current value: 0.587).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-90.321052972908660 > -111.472875004111188). You may want to try with a higher value of support_fraction (current value: 0.587).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-126.172967715715572 > -126.561521948850157). You may want to try with a higher value of support_fraction (current value: 0.612).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-126.172967715715572 > -126.561521948850157). You may want to try with a higher value of support_fraction (current value: 0.612).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-126.172967715715572 > -126.561521948850157). You may want to try with a higher value of support_fraction (current value: 0.612).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-233.273509448519349 > -233.734081291731542). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-179.338916407828577 > -180.582326884382837). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-181.048133406697730 > -181.487702591909880). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-183.439594496241654 > -185.009624943427809). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-179.338916407828577 > -180.582326884382837). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-181.048133406697730 > -181.487702591909880). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-183.439594496241654 > -185.009624943427809). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-179.338916407828577 > -180.582326884382837). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-181.048133406697730 > -181.487702591909880). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-183.439594496241654 > -185.009624943427809). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-179.338916407828577 > -180.582326884382837). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-181.048133406697730 > -181.487702591909880). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-183.439594496241654 > -185.009624943427809). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-179.338916407828577 > -180.582326884382837). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-181.048133406697730 > -181.487702591909880). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-183.439594496241654 > -185.009624943427809). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-214.059077576670660 > -214.935919094648739). You may want to try with a higher value of support_fraction (current value: 0.612).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-213.842453141670688 > -214.065833931292588). You may want to try with a higher value of support_fraction (current value: 0.612).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-184.076273616797323 > -185.105015592544589). You may want to try with a higher value of support_fraction (current value: 0.612).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-214.059077576670660 > -215.772714741148377). You may want to try with a higher value of support_fraction (current value: 0.612).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-214.059077576670660 > -214.935919094648739). You may want to try with a higher value of support_fraction (current value: 0.612).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-213.842453141670688 > -214.065833931292588). You may want to try with a higher value of support_fraction (current value: 0.612).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-184.076273616797323 > -185.105015592544589). You may want to try with a higher value of support_fraction (current value: 0.612).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-214.059077576670660 > -215.772714741148377). You may want to try with a higher value of support_fraction (current value: 0.612).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-203.968609896845209 > -206.821241326798628). You may want to try with a higher value of support_fraction (current value: 0.614).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-199.627496480186636 > -201.337673142363002). You may want to try with a higher value of support_fraction (current value: 0.614).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.511101773576684 > -202.204248954136631). You may want to try with a higher value of support_fraction (current value: 0.614).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-322.091437207967658 > -323.019850156973689). You may want to try with a higher value of support_fraction (current value: 0.683).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-291.557812256296415 > -292.908240892134870). You may want to try with a higher value of support_fraction (current value: 0.683).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-393.863394318715734 > -394.689589937165238). You may want to try with a higher value of support_fraction (current value: 0.683).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-336.451250873022502 > -337.790180399317137). You may want to try with a higher value of support_fraction (current value: 0.683).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-394.657147684413133 > -394.803948083523551). You may want to try with a higher value of support_fraction (current value: 0.683).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-424.014867378493022 > -425.179179408097070). You may want to try with a higher value of support_fraction (current value: 0.683).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-421.820099414105243 > -423.598660006071952). You may want to try with a higher value of support_fraction (current value: 0.683).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-450.642239166460399 > -451.361106834818202). You may want to try with a higher value of support_fraction (current value: 0.683).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-451.231801462756664 > -453.973634544127833). You may want to try with a higher value of support_fraction (current value: 0.683).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-338.285478572911927 > -338.619313910085964). You may want to try with a higher value of support_fraction (current value: 0.683).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-424.199174493099292 > -424.434611881353874). You may want to try with a higher value of support_fraction (current value: 0.683).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-341.204155950743143 > -341.870947243932676). You may want to try with a higher value of support_fraction (current value: 0.690).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-341.109476323389401 > -342.610479495724348). You may want to try with a higher value of support_fraction (current value: 0.690).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-365.661402731248700 > -367.213541209262587). You may want to try with a higher value of support_fraction (current value: 0.690).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-457.251054646774946 > -457.852312763333941). You may want to try with a higher value of support_fraction (current value: 0.690).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-426.535969427425073 > -458.714379393647107). You may want to try with a higher value of support_fraction (current value: 0.690).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-426.465392667589015 > -430.308311504443964). You may want to try with a higher value of support_fraction (current value: 0.690).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-426.974966351990361 > -427.056579030252237). You may want to try with a higher value of support_fraction (current value: 0.690).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-309.823910326754458 > -310.740351962062277). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-365.109086345185517 > -368.423869789682328). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-282.068082676889276 > -283.323156135295733). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-340.048365618908974 > -341.984993463128490). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-333.657571102952659 > -336.236359255069942). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-305.015599309915160 > -305.090364104974583). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-285.474507924655938 > -287.507806461213818). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-289.442505797915373 > -291.612188156353170). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-314.263345128521451 > -315.861551803991233). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-313.236779839764552 > -313.742997664118775). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-319.460337356113882 > -321.271161143521283). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-322.029624799503779 > -324.221059016178117). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-317.195038442569796 > -320.908426939593312). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-348.404205924324970 > -350.117153388760016). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-289.495870455720251 > -290.075978007048832). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-322.029624799503779 > -324.221059016178117). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-317.195038442569796 > -320.908426939593312). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-348.404205924324970 > -350.117153388760016). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-289.495870455720251 > -290.075978007048832). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-345.676538303841255 > -345.890383785559948). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-324.966403390164942 > -329.869036163090016). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-315.598428995963388 > -316.981071211263725). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-290.171295948659917 > -294.258566527909068). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-294.010581464977577 > -297.100115772060747). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-370.918647492801938 > -371.004722664524820). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-348.809246075166300 > -351.347937487752574). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-414.839881625520093 > -417.811008780724308). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-347.575743198837415 > -348.901402949651867). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-406.001509650041953 > -410.417857769092564). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-409.126685915997712 > -411.120250521081516). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-414.839881625520093 > -417.811008780724308). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-347.575743198837415 > -348.901402949651867). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-406.001509650041953 > -410.417857769092564). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-409.126685915997712 > -411.120250521081516). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-416.085040897096633 > -417.679249430845914). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-409.565794979017767 > -411.715802849875956). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-410.354270480288903 > -411.219961352828932). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-303.617487227608194 > -304.689996714766437). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-409.047125016799669 > -410.273829283881128). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-344.928213277149382 > -347.191773373751687). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-351.866924446754126 > -352.725837479854874). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-417.037281998211711 > -418.561289202302987). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-458.473867823300736 > -462.472428554356952). You may want to try with a higher value of support_fraction (current value: 0.678).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-381.449404026448917 > -381.823821064670483). You may want to try with a higher value of support_fraction (current value: 0.678).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-470.983307406373910 > -472.737470011319090). You may want to try with a higher value of support_fraction (current value: 0.678).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-469.689715450239191 > -470.983307406373910). You may want to try with a higher value of support_fraction (current value: 0.678).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-285.566980190889126 > -286.034891164178077). You may want to try with a higher value of support_fraction (current value: 0.661).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-367.269007748455010 > -367.528917511276575). You may want to try with a higher value of support_fraction (current value: 0.661).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-225.203811363484022 > -226.072536603019216). You may want to try with a higher value of support_fraction (current value: 0.644).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-170.784053816491195 > -172.268354668649891). You may want to try with a higher value of support_fraction (current value: 0.610).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-198.759074029676242 > -198.849903978258254). You may want to try with a higher value of support_fraction (current value: 0.610).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-124.434295896688340 > -127.400875508590744). You may want to try with a higher value of support_fraction (current value: 0.593).
2026-06-03 04:41:37,364 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (20) for probe 441291. MinCovDet requires more samples than features.
2026-06-03 04:41:37,364 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (21) for probe 441292. MinCovDet requires more samples than features.
2026-06-03 04:41:37,365 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (22) for probe 441293. MinCovDet requires more samples than features.
2026-06-03 04:41:37,365 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (22) for probe 441294. MinCovDet requires more samples than features.
2026-06-03 04:41:37,366 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (24) for probe 441295. MinCovDet requires more samples than features.
2026-06-03 04:41:37,366 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (24) for probe 441296. MinCovDet requires more samples than features.
2026-06-03 04:41:37,366 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (25) for probe 441297. MinCovDet requires more samples than features.
2026-06-03 04:41:37,367 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (26) for probe 441298. MinCovDet requires more samples than features.
2026-06-03 04:41:37,367 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (26) for probe 441299. MinCovDet requires more samples than features.
2026-06-03 04:41:37,368 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (26) for probe 441300. MinCovDet requires more samples than features.
2026-06-03 04:41:37,368 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (18) compared to nearby probes (25) for probe 441301. MinCovDet requires more samples than features.
2026-06-03 04:41:37,369 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (25) for probe 441302. MinCovDet requires more samples than features.
2026-06-03 04:41:37,369 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (20) compared to nearby probes (27) for probe 441303. MinCovDet requires more samples than features.
2026-06-03 04:41:37,369 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (20) compared to nearby probes (27) for probe 441304. MinCovDet requires more samples than features.
2026-06-03 04:41:37,370 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (20) compared to nearby probes (29) for probe 441305. MinCovDet requires more samples than features.
2026-06-03 04:41:37,370 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (20) compared to nearby probes (28) for probe 441306. MinCovDet requires more samples than features.
2026-06-03 04:41:37,371 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (21) compared to nearby probes (28) for probe 441307. MinCovDet requires more samples than features.
2026-06-03 04:41:37,372 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (26) compared to nearby probes (28) for probe 441308. MinCovDet requires more samples than features.
2026-06-03 04:41:37,372 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (26) compared to nearby probes (28) for probe 441309. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-659.483576076897521 > -660.632780160663742). You may want to try with a higher value of support_fraction (current value: 0.796).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-663.370353600193198 > -665.448633816100823). You may want to try with a higher value of support_fraction (current value: 0.796).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-583.683255747693806 > -588.139653343695045). You may want to try with a higher value of support_fraction (current value: 0.776).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-713.198195236195488 > -714.107506954324435). You may want to try with a higher value of support_fraction (current value: 0.726).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-745.158373515346170 > -774.803432868320783). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-781.131229468518541 > -807.862884539423703). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-745.158373515346170 > -774.803432868320783). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-781.131229468518541 > -807.862884539423703). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-676.720793148792723 > -730.484227349697107). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-701.624298394017387 > -733.876430541342643). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-648.357695026078545 > -650.380523198133119). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-677.760832263955081 > -680.943300678529226). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-671.852021900725163 > -690.769746589325109). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-621.926664960013113 > -726.956972429901725). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-665.214705291989389 > -669.843024654776059). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-670.207978452815837 > -672.908858878952856). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-674.395492578725566 > -700.151553304514437). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-671.880211951661863 > -702.060655639952529). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-673.559066853827744 > -674.969576992301654). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-643.137738406224003 > -646.445521116178270). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-603.570538475409876 > -738.242391591536489). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-603.570538475409876 > -738.242391591536489). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-503.883974592770016 > -559.342722428985439). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-536.496946480044699 > -563.993997533274751). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-499.248967879769680 > -503.090717613929144). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-533.753068350592343 > -535.418380099710475). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-534.478662968728372 > -535.806714095201642). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-497.866010318813778 > -585.260441587705145). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-526.438562131345407 > -552.615034793801669). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-470.254931451141090 > -518.046497909735649). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-519.878406049964269 > -520.784078622808352). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-524.136609204389856 > -525.006432856174456). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-497.866010318813778 > -585.260441587705145). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-526.438562131345407 > -552.615034793801669). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-470.254931451141090 > -518.046497909735649). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-519.878406049964269 > -520.784078622808352). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-524.136609204389856 > -525.006432856174456). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-421.411564015296165 > -422.420765687078529). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-418.992376845539411 > -421.094342946734002). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-420.569992969603902 > -421.167076512452297). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-452.542530137584663 > -456.288564238571780). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-370.794602247352373 > -371.206093967239212). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-368.186400787341597 > -403.983706096453147). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-315.328007102569472 > -349.804137337024770). You may want to try with a higher value of support_fraction (current value: 0.631).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-251.658780151718588 > -254.535738434798304). You may want to try with a higher value of support_fraction (current value: 0.631).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-252.454441385244138 > -255.746438071835030). You may want to try with a higher value of support_fraction (current value: 0.631).
2026-06-03 04:41:40,243 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (2) compared to nearby probes (6) for probe 301592. MinCovDet requires more samples than features.
2026-06-03 04:41:40,244 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (2) compared to nearby probes (7) for probe 301593. MinCovDet requires more samples than features.
2026-06-03 04:41:40,245 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (2) compared to nearby probes (7) for probe 301594. MinCovDet requires more samples than features.
2026-06-03 04:41:40,245 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (2) compared to nearby probes (7) for probe 301595. MinCovDet requires more samples than features.
2026-06-03 04:41:40,246 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (2) compared to nearby probes (7) for probe 301596. MinCovDet requires more samples than features.
2026-06-03 04:41:40,246 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (2) compared to nearby probes (7) for probe 301597. MinCovDet requires more samples than features.
2026-06-03 04:41:40,246 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (2) compared to nearby probes (6) for probe 301598. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
2026-06-03 04:41:40,356 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (3) for probe 301612. MinCovDet requires more samples than features.
2026-06-03 04:41:40,357 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (3) for probe 301613. MinCovDet requires more samples than features.
2026-06-03 04:41:40,357 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (3) for probe 301614. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-46.726375013239888 > -51.902914624518829). You may want to try with a higher value of support_fraction (current value: 0.700).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-46.726375013239888 > -51.902914624518829). You may want to try with a higher value of support_fraction (current value: 0.700).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-46.726375013239888 > -51.902914624518829). You may want to try with a higher value of support_fraction (current value: 0.700).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-213.798059089162507 > -214.515704765244408). You may want to try with a higher value of support_fraction (current value: 0.597).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-213.629663112908560 > -216.587971824977700). You may want to try with a higher value of support_fraction (current value: 0.597).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-181.734680339119848 > -184.707116521969027). You may want to try with a higher value of support_fraction (current value: 0.625).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-181.734680339119848 > -184.651571589639786). You may want to try with a higher value of support_fraction (current value: 0.625).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-203.949428571719210 > -204.568798670515548). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-203.195378737497123 > -203.205840367443557). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-144.509059585413837 > -145.109651951634618). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-146.426481653625842 > -147.731080475499084). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-179.492191491607599 > -181.401538716595326). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-176.685972091498854 > -178.051293115566637). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-203.949428571719210 > -204.568798670515548). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-203.195378737497123 > -203.205840367443557). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-144.509059585413837 > -145.109651951634618). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-146.426481653625842 > -147.731080475499084). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-179.492191491607599 > -181.401538716595326). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-176.685972091498854 > -178.051293115566637). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-203.949428571719210 > -204.568798670515548). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-203.195378737497123 > -203.205840367443557). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-144.509059585413837 > -145.109651951634618). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-146.426481653625842 > -147.731080475499084). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-179.492191491607599 > -181.401538716595326). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-176.685972091498854 > -178.051293115566637). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-203.949428571719210 > -204.568798670515548). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-203.195378737497123 > -203.205840367443557). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-144.509059585413837 > -145.109651951634618). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-146.426481653625842 > -147.731080475499084). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-179.492191491607599 > -181.401538716595326). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-176.685972091498854 > -178.051293115566637). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-203.949428571719210 > -204.568798670515548). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-203.195378737497123 > -203.205840367443557). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-144.509059585413837 > -145.109651951634618). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-146.426481653625842 > -147.731080475499084). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-179.492191491607599 > -181.401538716595326). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-176.685972091498854 > -178.051293115566637). You may want to try with a higher value of support_fraction (current value: 0.653).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-165.663573411573168 > -165.748544146988706). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-197.195961842453499 > -199.702345707250771). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-170.135537719104775 > -170.485115906867804). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-164.980093196122482 > -168.954968449002166). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-193.350114377210474 > -196.132703535861481). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-170.191818125471087 > -170.200434946900856). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-183.180794071963305 > -183.229292282740374). You may want to try with a higher value of support_fraction (current value: 0.622).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-181.998621460850075 > -184.055298385929319). You may want to try with a higher value of support_fraction (current value: 0.622).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-186.239355699704220 > -186.968001187194488). You may want to try with a higher value of support_fraction (current value: 0.622).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-185.791934864881483 > -187.052568096628249). You may want to try with a higher value of support_fraction (current value: 0.622).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-182.349785095380582 > -184.944313057387177). You may want to try with a higher value of support_fraction (current value: 0.622).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-183.433428818231306 > -185.753769595637380). You may want to try with a higher value of support_fraction (current value: 0.622).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-117.272333849656519 > -118.658628212293209). You may want to try with a higher value of support_fraction (current value: 0.628).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-119.066672497953107 > -120.452966850261078). You may want to try with a higher value of support_fraction (current value: 0.628).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-114.274442929627014 > -115.660737289615156). You may want to try with a higher value of support_fraction (current value: 0.628).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-117.272333849656519 > -118.658628212293209). You may want to try with a higher value of support_fraction (current value: 0.628).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-119.066672497953107 > -120.452966850261078). You may want to try with a higher value of support_fraction (current value: 0.628).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-114.274442929627014 > -115.660737289615156). You may want to try with a higher value of support_fraction (current value: 0.628).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-264.463972840841961 > -265.691690816462653). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-317.096324715918229 > -320.274416078133982). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-259.139492012141261 > -261.477650776582436). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-263.360104327241345 > -264.216939734427456). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-300.812359186328308 > -302.469284639948626). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-301.184160925387971 > -302.706552767693097). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-390.227254687239622 > -391.148729382814793). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-358.938859454937131 > -361.373583003140766). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-363.117756699716779 > -363.694688937674016). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-389.637337175281175 > -392.798243437392216). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-463.942496335419889 > -464.663931494657675). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-460.157027793461396 > -461.632533494167376). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-459.061500919808168 > -459.925954216320235). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-430.418621640882179 > -431.560406807289098). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-430.418621640882179 > -431.560406807289098). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-430.418621640882179 > -431.560406807289098). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-430.418621640882179 > -431.560406807289098). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-430.418621640882179 > -431.560406807289098). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-430.418621640882179 > -431.560406807289098). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-431.860604829555939 > -434.364381889056062). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-457.855183574110470 > -460.127510060554641). You may want to try with a higher value of support_fraction (current value: 0.673).
2026-06-03 04:41:48,164 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (3) for probe 348689. MinCovDet requires more samples than features.
2026-06-03 04:41:48,164 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (3) for probe 348690. MinCovDet requires more samples than features.
2026-06-03 04:41:48,165 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (3) for probe 348691. MinCovDet requires more samples than features.
2026-06-03 04:41:48,166 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (2) for probe 348692. MinCovDet requires more samples than features.
2026-06-03 04:41:48,166 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (2) for probe 348693. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
2026-06-03 04:41:48,219 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (3) for probe 348699. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
2026-06-03 04:41:48,300 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (8) for probe 348709. MinCovDet requires more samples than features.
2026-06-03 04:41:48,300 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (7) for probe 348710. MinCovDet requires more samples than features.
2026-06-03 04:41:48,301 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (7) for probe 348711. MinCovDet requires more samples than features.
2026-06-03 04:41:48,301 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (3) for probe 348712. MinCovDet requires more samples than features.
2026-06-03 04:41:48,302 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (2) for probe 348713. MinCovDet requires more samples than features.
2026-06-03 04:41:48,364 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (2) for probe 348719. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-377.621052145724093 > -407.364468311354585). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-377.621052145724093 > -407.364468311354585). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-407.364468311354585 > -407.489947647977431). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-410.870010985033616 > -440.742777582816700). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-444.125755718265793 > -444.243110049113398). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-410.870010985033616 > -440.742777582816700). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-444.125755718265793 > -444.243110049113398). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-410.870010985033616 > -440.742777582816700). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-444.125755718265793 > -444.243110049113398). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-408.370046960588070 > -436.402183786056014). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-372.007609844472313 > -427.520584055797258). You may want to try with a higher value of support_fraction (current value: 0.661).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-429.190265208093706 > -429.219353638203245). You may want to try with a higher value of support_fraction (current value: 0.661).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-350.372233558007792 > -382.561378688237994). You may want to try with a higher value of support_fraction (current value: 0.645).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-108.076791168615387 > -108.662185487878787). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-109.398483203848116 > -109.792387489555210). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-175.181523179337660 > -177.216143580629080). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-119.310528132667741 > -120.193676659447931). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-119.421760553055634 > -121.787492948538642). You may want to try with a higher value of support_fraction (current value: 0.603).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-115.366837060126841 > -116.732708495878072). You may want to try with a higher value of support_fraction (current value: 0.607).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-116.742839140574745 > -117.947144805146777). You may want to try with a higher value of support_fraction (current value: 0.607).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-109.395453198830666 > -109.751601187164781). You may want to try with a higher value of support_fraction (current value: 0.607).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-140.820814997461298 > -141.552610641486325). You may want to try with a higher value of support_fraction (current value: 0.603).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-115.420770654969317 > -116.067258283780660). You may want to try with a higher value of support_fraction (current value: 0.603).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-114.323302109783555 > -116.298214250227275). You may want to try with a higher value of support_fraction (current value: 0.603).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-122.086316907146710 > -123.140801782267573). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-146.935106222294252 > -146.957668529257575). You may want to try with a higher value of support_fraction (current value: 0.630).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-117.384781724242586 > -117.459413912267408). You may want to try with a higher value of support_fraction (current value: 0.630).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-114.072594703580876 > -115.198198440791415). You may want to try with a higher value of support_fraction (current value: 0.630).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-114.072594703580876 > -115.433136568599238). You may want to try with a higher value of support_fraction (current value: 0.630).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-114.564111567689793 > -115.556182180336037). You may want to try with a higher value of support_fraction (current value: 0.630).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-114.072594703580876 > -114.541294834923661). You may want to try with a higher value of support_fraction (current value: 0.630).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-115.646761071310749 > -115.652495203233826). You may want to try with a higher value of support_fraction (current value: 0.630).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-107.145259096281933 > -107.420990076577795). You may want to try with a higher value of support_fraction (current value: 0.623).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-111.983860997474537 > -113.781818927695667). You may want to try with a higher value of support_fraction (current value: 0.623).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-113.052538280042796 > -113.102473437350554). You may want to try with a higher value of support_fraction (current value: 0.623).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-85.858471440737162 > -115.872216072918889). You may want to try with a higher value of support_fraction (current value: 0.574).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-48.849543489016035 > -110.601973451668812). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-48.849543489016035 > -110.601973451668812). You may want to try with a higher value of support_fraction (current value: 0.556).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-189.024682030066572 > -190.484911257881407). You may want to try with a higher value of support_fraction (current value: 0.646).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-64.317420263205008 > -68.923206515516725). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-64.317420263205008 > -68.923206515516725). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-64.317420263205008 > -68.923206515516725). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-64.317420263205008 > -68.923206515516725). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-64.317420263205008 > -68.923206515516725). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-64.317420263205008 > -68.923206515516725). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-97.827434935930611 > -98.783722815287504). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-97.827434935930611 > -98.783722815287504). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-97.827434935930611 > -98.783722815287504). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-97.827434935930611 > -98.783722815287504). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-97.827434935930611 > -98.783722815287504). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-97.827434935930611 > -98.783722815287504). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-97.827434935930611 > -98.783722815287504). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-208.639770559584491 > -210.288820432415861). You may want to try with a higher value of support_fraction (current value: 0.729).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-210.984319253405260 > -212.510375556798181). You may want to try with a higher value of support_fraction (current value: 0.729).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-215.532364402015446 > -216.325543030928259). You may want to try with a higher value of support_fraction (current value: 0.729).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-214.323766438983256 > -216.769116585691620). You may want to try with a higher value of support_fraction (current value: 0.729).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-221.231373855594882 > -221.380235531286189). You may want to try with a higher value of support_fraction (current value: 0.729).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-214.407233957703369 > -216.579038576062430). You may want to try with a higher value of support_fraction (current value: 0.729).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-225.186681858700240 > -226.504456273374785). You may want to try with a higher value of support_fraction (current value: 0.729).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-258.248457245858106 > -260.249785779921524). You may want to try with a higher value of support_fraction (current value: 0.729).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-226.149468078913884 > -226.384502828803562). You may want to try with a higher value of support_fraction (current value: 0.729).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-293.251600499506765 > -294.573178672943243). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-286.647097735656928 > -287.008865240523676). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-272.975838308813422 > -276.767503486304008). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-312.125483825806498 > -313.740874572048824). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-317.194367459659645 > -322.358809425405866). You may want to try with a higher value of support_fraction (current value: 0.729).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-278.009436510596458 > -278.735313635751709). You may want to try with a higher value of support_fraction (current value: 0.729).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-332.942238942234269 > -334.345599310078228). You may want to try with a higher value of support_fraction (current value: 0.729).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-367.429753680245483 > -367.780775501069741). You may want to try with a higher value of support_fraction (current value: 0.729).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-365.623689847079163 > -366.189436404110836). You may want to try with a higher value of support_fraction (current value: 0.729).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-342.967655516062621 > -344.791782258547300). You may want to try with a higher value of support_fraction (current value: 0.729).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-392.579181141119989 > -394.841654948343091). You may want to try with a higher value of support_fraction (current value: 0.729).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-342.967655516062621 > -344.791782258547300). You may want to try with a higher value of support_fraction (current value: 0.729).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-392.579181141119989 > -394.841654948343091). You may want to try with a higher value of support_fraction (current value: 0.729).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-393.327501582026343 > -394.438145044145131). You may want to try with a higher value of support_fraction (current value: 0.717).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-358.513394407933731 > -360.392483360040956). You may want to try with a higher value of support_fraction (current value: 0.717).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-393.327501582026343 > -394.438145044145131). You may want to try with a higher value of support_fraction (current value: 0.717).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-358.513394407933731 > -360.392483360040956). You may want to try with a higher value of support_fraction (current value: 0.717).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-351.754170044393788 > -353.756716126751030). You may want to try with a higher value of support_fraction (current value: 0.727).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-324.776251992639288 > -324.786324984746784). You may want to try with a higher value of support_fraction (current value: 0.727).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-319.680125873437248 > -320.665564201332870). You may want to try with a higher value of support_fraction (current value: 0.727).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-343.027216717155056 > -343.806658313639844). You may want to try with a higher value of support_fraction (current value: 0.727).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-122.704603299395615 > -123.261801587456375). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-351.754170044393788 > -353.756716126751030). You may want to try with a higher value of support_fraction (current value: 0.727).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-324.776251992639288 > -324.786324984746784). You may want to try with a higher value of support_fraction (current value: 0.727).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-319.680125873437248 > -320.665564201332870). You may want to try with a higher value of support_fraction (current value: 0.727).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-343.027216717155056 > -343.806658313639844). You may want to try with a higher value of support_fraction (current value: 0.727).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-122.704603299395615 > -123.261801587456375). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-372.759848192803247 > -375.184855785392472). You may want to try with a higher value of support_fraction (current value: 0.705).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-372.644514282867590 > -374.273918250758697). You may want to try with a higher value of support_fraction (current value: 0.705).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-369.865359302522563 > -370.622572105327947). You may want to try with a higher value of support_fraction (current value: 0.705).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-122.704603299395615 > -123.261801587456375). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-364.333742309740956 > -367.340131540794289). You may want to try with a higher value of support_fraction (current value: 0.705).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-366.979871067892816 > -368.973400375606388). You may want to try with a higher value of support_fraction (current value: 0.705).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-122.704603299395615 > -123.261801587456375). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-122.704603299395615 > -123.261801587456375). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-188.080372875559846 > -189.122348813423400). You may want to try with a higher value of support_fraction (current value: 0.702).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-122.704603299395615 > -123.261801587456375). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-122.704603299395615 > -123.261801587456375). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-122.704603299395615 > -123.261801587456375). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-166.881925667160488 > -167.874444880639032). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-161.492295376230601 > -161.965398135195727). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-122.704603299395615 > -123.261801587456375). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-166.881925667160488 > -167.874444880639032). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-161.492295376230601 > -161.965398135195727). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-122.704603299395615 > -123.261801587456375). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-184.095939256309947 > -184.317578244481183). You may want to try with a higher value of support_fraction (current value: 0.638).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-182.468967992921847 > -183.071717881379044). You may want to try with a higher value of support_fraction (current value: 0.638).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-168.335918447706462 > -168.339367888545553). You may want to try with a higher value of support_fraction (current value: 0.638).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-208.785888551314628 > -211.308368414523841). You may want to try with a higher value of support_fraction (current value: 0.638).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-232.095406615644293 > -234.648588890559381). You may want to try with a higher value of support_fraction (current value: 0.638).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-184.095939256309947 > -184.317578244481183). You may want to try with a higher value of support_fraction (current value: 0.638).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-182.468967992921847 > -183.071717881379044). You may want to try with a higher value of support_fraction (current value: 0.638).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-168.335918447706462 > -168.339367888545553). You may want to try with a higher value of support_fraction (current value: 0.638).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-208.785888551314628 > -211.308368414523841). You may want to try with a higher value of support_fraction (current value: 0.638).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-232.095406615644293 > -234.648588890559381). You may want to try with a higher value of support_fraction (current value: 0.638).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-187.237970059520705 > -187.406325615614833). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-230.959790623136342 > -234.319940607597061). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-187.237970059520705 > -187.406325615614833). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-230.959790623136342 > -234.319940607597061). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-193.417300763512316 > -193.821943657921480). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-193.417300763512316 > -193.821943657921480). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-195.597747944874925 > -195.906178758943497). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-114.836060127598600 > -116.263240716652149). You may want to try with a higher value of support_fraction (current value: 0.600).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-195.597747944874925 > -195.906178758943497). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-210.669162338750198 > -211.681333049266982). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-215.560341329544741 > -215.631301577097389). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-206.770169276449280 > -207.183571131085785). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-209.922753462885908 > -210.826862487413081). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-226.216591880866702 > -227.325932443877804). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-184.526944264485905 > -185.394603707301314). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-265.667038549467691 > -267.004075249902655). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-205.444595299439641 > -206.080588639034914). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-266.460939293549188 > -266.896081714616230). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-272.970016891011085 > -275.916450642462394). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-214.585012585785819 > -214.672601842690142). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-244.878905569568133 > -245.673292388984322). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-262.559596746977775 > -262.728975989278013). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-182.204990248028110 > -182.314598019587123). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-179.385103687674530 > -179.536066774190203). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-237.154516792128589 > -238.909601556831319). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-218.999470710994558 > -223.071140676329605). You may want to try with a higher value of support_fraction (current value: 0.880).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-256.513044301849732 > -257.508425515718613). You may want to try with a higher value of support_fraction (current value: 0.638).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-286.419206946228030 > -287.691176027012091). You may want to try with a higher value of support_fraction (current value: 0.638).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-207.452918533214472 > -207.643377761462403). You may want to try with a higher value of support_fraction (current value: 0.880).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-219.935387111464848 > -221.173930574736005). You may want to try with a higher value of support_fraction (current value: 0.880).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-219.935387111464848 > -221.173930574736005). You may want to try with a higher value of support_fraction (current value: 0.880).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-198.559280415357790 > -203.195192514951742). You may want to try with a higher value of support_fraction (current value: 0.638).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-220.474033487226677 > -222.284832197961919). You may want to try with a higher value of support_fraction (current value: 0.880).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-219.935387111464848 > -221.173930574736005). You may want to try with a higher value of support_fraction (current value: 0.880).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-284.279733943918075 > -285.787032467420943). You may want to try with a higher value of support_fraction (current value: 0.638).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-220.206770837089636 > -220.733197091576244). You may want to try with a higher value of support_fraction (current value: 0.920).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-217.988021988271157 > -218.268674923877143). You may want to try with a higher value of support_fraction (current value: 0.920).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-220.933523279837601 > -221.135517869597521). You may want to try with a higher value of support_fraction (current value: 0.920).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-219.741724959038493 > -219.775743704944773). You may want to try with a higher value of support_fraction (current value: 0.920).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-247.541009300326465 > -250.011309596990799). You may want to try with a higher value of support_fraction (current value: 0.638).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-250.619873815011744 > -252.923138406707579). You may want to try with a higher value of support_fraction (current value: 0.638).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-251.122801324232057 > -251.408174093126604). You may want to try with a higher value of support_fraction (current value: 0.638).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-220.206770837089636 > -220.733197091576244). You may want to try with a higher value of support_fraction (current value: 0.920).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-217.988021988271157 > -218.268674923877143). You may want to try with a higher value of support_fraction (current value: 0.920).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-241.686150289482640 > -243.107719964067172). You may want to try with a higher value of support_fraction (current value: 0.632).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-220.933523279837601 > -221.135517869597521). You may want to try with a higher value of support_fraction (current value: 0.920).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-272.423474218232116 > -296.766185476374574). You may want to try with a higher value of support_fraction (current value: 0.632).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-219.741724959038493 > -219.775743704944773). You may want to try with a higher value of support_fraction (current value: 0.920).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-266.493801983617971 > -269.248936670059607). You may want to try with a higher value of support_fraction (current value: 0.632).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-220.206770837089636 > -220.733197091576244). You may want to try with a higher value of support_fraction (current value: 0.920).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-217.988021988271157 > -218.268674923877143). You may want to try with a higher value of support_fraction (current value: 0.920).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-220.933523279837601 > -221.135517869597521). You may want to try with a higher value of support_fraction (current value: 0.920).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-219.741724959038493 > -219.775743704944773). You may want to try with a higher value of support_fraction (current value: 0.920).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-146.807680230637573 > -146.912539047090007). You may want to try with a higher value of support_fraction (current value: 0.646).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-150.117455245741013 > -151.352094632757058). You may want to try with a higher value of support_fraction (current value: 0.646).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-145.257105826779963 > -145.445209898393301). You may want to try with a higher value of support_fraction (current value: 0.646).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-220.206770837089636 > -220.733197091576244). You may want to try with a higher value of support_fraction (current value: 0.920).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-217.988021988271157 > -218.268674923877143). You may want to try with a higher value of support_fraction (current value: 0.920).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-220.933523279837601 > -221.135517869597521). You may want to try with a higher value of support_fraction (current value: 0.920).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-219.741724959038493 > -219.775743704944773). You may want to try with a higher value of support_fraction (current value: 0.920).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-220.206770837089636 > -220.733197091576244). You may want to try with a higher value of support_fraction (current value: 0.920).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-217.988021988271157 > -218.268674923877143). You may want to try with a higher value of support_fraction (current value: 0.920).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-220.933523279837601 > -221.135517869597521). You may want to try with a higher value of support_fraction (current value: 0.920).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-219.741724959038493 > -219.775743704944773). You may want to try with a higher value of support_fraction (current value: 0.920).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-220.206770837089636 > -220.733197091576244). You may want to try with a higher value of support_fraction (current value: 0.920).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-217.988021988271157 > -218.268674923877143). You may want to try with a higher value of support_fraction (current value: 0.920).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-220.933523279837601 > -221.135517869597521). You may want to try with a higher value of support_fraction (current value: 0.920).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-219.741724959038493 > -219.775743704944773). You may want to try with a higher value of support_fraction (current value: 0.920).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-253.063169846057804 > -253.464554008909147). You may want to try with a higher value of support_fraction (current value: 0.812).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-257.993429438150145 > -259.615778468313636). You may want to try with a higher value of support_fraction (current value: 0.812).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-215.920214391907734 > -216.375544629389992). You may want to try with a higher value of support_fraction (current value: 0.812).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-257.893141218135838 > -258.757401962215056). You may want to try with a higher value of support_fraction (current value: 0.812).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-217.803200512317574 > -218.157897114532432). You may want to try with a higher value of support_fraction (current value: 0.818).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-218.370172234964059 > -218.651855317139422). You may want to try with a higher value of support_fraction (current value: 0.818).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-224.311108662780413 > -225.933674314129519). You may want to try with a higher value of support_fraction (current value: 0.818).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-378.345131913989917 > -379.021018968232056). You may want to try with a higher value of support_fraction (current value: 0.756).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-280.472703870097632 > -282.226526329065791). You may want to try with a higher value of support_fraction (current value: 0.756).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-310.395335337086408 > -311.522837515956894). You may want to try with a higher value of support_fraction (current value: 0.756).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-312.052472613286739 > -313.516971298419946). You may want to try with a higher value of support_fraction (current value: 0.756).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-326.672522115743561 > -327.732595156667458). You may want to try with a higher value of support_fraction (current value: 0.756).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-371.428920998940271 > -375.026132481807736). You may want to try with a higher value of support_fraction (current value: 0.756).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-312.646218882315281 > -316.992872651290440). You may want to try with a higher value of support_fraction (current value: 0.756).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-314.186631530140119 > -314.394475075894434). You may want to try with a higher value of support_fraction (current value: 0.733).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-368.272379295325152 > -369.601562105157711). You may want to try with a higher value of support_fraction (current value: 0.733).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-363.579901655116373 > -364.946843444758201). You may want to try with a higher value of support_fraction (current value: 0.733).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-251.071384138039946 > -252.458490960562443). You may want to try with a higher value of support_fraction (current value: 0.646).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-258.307617318936877 > -394.643560924693020). You may want to try with a higher value of support_fraction (current value: 0.646).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-336.919067744336701 > -339.881327698547921). You may want to try with a higher value of support_fraction (current value: 0.646).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-306.348668789825751 > -308.284165640751553). You may want to try with a higher value of support_fraction (current value: 0.646).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-251.071384138039946 > -252.458490960562443). You may want to try with a higher value of support_fraction (current value: 0.646).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-258.307617318936877 > -394.643560924693020). You may want to try with a higher value of support_fraction (current value: 0.646).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-336.919067744336701 > -339.881327698547921). You may want to try with a higher value of support_fraction (current value: 0.646).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-306.348668789825751 > -308.284165640751553). You may want to try with a higher value of support_fraction (current value: 0.646).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-298.093739914576872 > -305.430219959913529). You may want to try with a higher value of support_fraction (current value: 0.646).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-305.858962975978784 > -306.645288953951308). You may want to try with a higher value of support_fraction (current value: 0.646).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-247.927257964694320 > -250.079275435917708). You may want to try with a higher value of support_fraction (current value: 0.646).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-276.306455240734863 > -278.699002063598925). You may want to try with a higher value of support_fraction (current value: 0.646).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-252.006368930989652 > -355.445042177648531). You may want to try with a higher value of support_fraction (current value: 0.646).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-313.655275619662120 > -314.851319384328747). You may want to try with a higher value of support_fraction (current value: 0.646).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-260.847876304384783 > -263.322599864084168). You may want to try with a higher value of support_fraction (current value: 0.646).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-288.071611362709803 > -291.453669107185931). You may want to try with a higher value of support_fraction (current value: 0.646).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-266.560202377931660 > -267.425146119331373). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-213.813321054451677 > -214.262803331952398). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-266.560202377931660 > -267.425146119331373). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-213.813321054451677 > -214.262803331952398). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-222.369518119784857 > -223.117456696417349). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-298.618967871018697 > -299.220209531221542). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-325.535959950763015 > -327.904212802908773). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-327.034841490716929 > -327.376920409942670). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-298.047276191555511 > -298.058188866190051). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-222.369518119784857 > -223.117456696417349). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-298.618967871018697 > -299.220209531221542). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-325.535959950763015 > -327.904212802908773). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-327.034841490716929 > -327.376920409942670). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-298.047276191555511 > -298.058188866190051). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-209.569109072692129 > -211.115642586747555). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-326.682772523119411 > -328.264500969361109). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-313.507973686341472 > -335.140500878733121). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.056870917502920 > -201.071567705609510). You may want to try with a higher value of support_fraction (current value: 0.913).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-200.496936028308312 > -200.612154474029040). You may want to try with a higher value of support_fraction (current value: 0.913).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-224.154648265619670 > -224.704161358827577). You may want to try with a higher value of support_fraction (current value: 0.913).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-220.863100830812755 > -223.020958012627602). You may want to try with a higher value of support_fraction (current value: 0.913).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.510495105733412 > -201.547991420937819). You may want to try with a higher value of support_fraction (current value: 0.913).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-223.511801298068576 > -223.713479055395453). You may want to try with a higher value of support_fraction (current value: 0.913).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-223.891348857444257 > -224.177245597008977). You may want to try with a higher value of support_fraction (current value: 0.913).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-203.071452169253291 > -204.940207931977938). You may want to try with a higher value of support_fraction (current value: 0.913).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.056870917502920 > -201.071567705609510). You may want to try with a higher value of support_fraction (current value: 0.913).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-200.496936028308312 > -200.612154474029040). You may want to try with a higher value of support_fraction (current value: 0.913).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-224.154648265619670 > -224.704161358827577). You may want to try with a higher value of support_fraction (current value: 0.913).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-220.863100830812755 > -223.020958012627602). You may want to try with a higher value of support_fraction (current value: 0.913).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.510495105733412 > -201.547991420937819). You may want to try with a higher value of support_fraction (current value: 0.913).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-223.511801298068576 > -223.713479055395453). You may want to try with a higher value of support_fraction (current value: 0.913).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-223.891348857444257 > -224.177245597008977). You may want to try with a higher value of support_fraction (current value: 0.913).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-203.071452169253291 > -204.940207931977938). You may want to try with a higher value of support_fraction (current value: 0.913).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-212.960865478906555 > -213.000412073419056). You may want to try with a higher value of support_fraction (current value: 0.957).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-234.594181067185588 > -236.291296428923033). You may want to try with a higher value of support_fraction (current value: 0.957).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-212.961181384503391 > -213.113841668657386). You may want to try with a higher value of support_fraction (current value: 0.957).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-236.460899080189677 > -237.430425652128775). You may want to try with a higher value of support_fraction (current value: 0.957).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-231.967518129008226 > -236.269029214469640). You may want to try with a higher value of support_fraction (current value: 0.957).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-235.469749424550884 > -235.781995890770645). You may want to try with a higher value of support_fraction (current value: 0.957).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-233.502937815238965 > -236.904096463063752). You may want to try with a higher value of support_fraction (current value: 0.957).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-234.731743843803258 > -236.325497557512620). You may want to try with a higher value of support_fraction (current value: 0.957).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-234.626554922107061 > -236.196529812002410). You may want to try with a higher value of support_fraction (current value: 0.957).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-236.742798104341119 > -237.675898160224619). You may want to try with a higher value of support_fraction (current value: 0.957).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-236.259416437509259 > -236.939836852786016). You may want to try with a higher value of support_fraction (current value: 0.957).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-235.393552659731000 > -239.332029417611096). You may want to try with a higher value of support_fraction (current value: 0.957).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-282.609475806540104 > -282.985708641426868). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-281.885108209034115 > -282.985457465599097). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-281.618619097560043 > -285.385018684959505). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-283.117907759460422 > -283.251047518208793). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-281.717155947237757 > -283.553961776171491). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-281.543145330145762 > -284.339787839275004). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-282.808228401129952 > -282.840346160682316). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-281.927870424007665 > -282.894402005245240). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-282.497492210544124 > -282.896041048685277). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-282.036021928810840 > -283.150754844862718). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-282.608860909165969 > -283.578247247802551). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-282.466108445519922 > -283.234134352456863). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-282.019208322476914 > -283.064298358017822). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-282.466108445519922 > -284.741522494608546). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-283.330728581768255 > -283.442117631419592). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-282.019208322476914 > -282.292995883413823). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-282.609475806540104 > -282.985708641426868). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-281.885108209034115 > -282.985457465599097). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-281.618619097560043 > -285.385018684959505). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-283.117907759460422 > -283.251047518208793). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-281.717155947237757 > -283.553961776171491). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-281.543145330145762 > -284.339787839275004). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-282.808228401129952 > -282.840346160682316). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-281.927870424007665 > -282.894402005245240). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-282.497492210544124 > -282.896041048685277). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-282.036021928810840 > -283.150754844862718). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-282.608860909165969 > -283.578247247802551). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-282.466108445519922 > -283.234134352456863). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-282.019208322476914 > -283.064298358017822). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-282.466108445519922 > -284.741522494608546). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-283.330728581768255 > -283.442117631419592). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-282.019208322476914 > -282.292995883413823). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-317.083425581652364 > -320.592508972871144). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-317.807658662385393 > -317.848331053196262). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-315.413364657065074 > -316.725306833383968). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-319.610696059351085 > -320.595899118292834). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-316.608904321508817 > -317.778143877644027). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-316.975764589815356 > -318.059199571859835). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-317.228425092261716 > -317.496316924017094). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-316.511271176496280 > -317.523134665660621). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-315.439291465255849 > -316.776701841436818). You may want to try with a higher value of support_fraction (current value: 1.000).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-316.055266315712799 > -316.379727763452138). You may want to try with a higher value of support_fraction (current value: 1.000).
2026-06-03 04:42:30,667 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (23) compared to nearby probes (23) for probe 351725. MinCovDet requires more samples than features.
2026-06-03 04:42:30,668 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (23) compared to nearby probes (25) for probe 351726. MinCovDet requires more samples than features.
2026-06-03 04:42:30,669 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (23) compared to nearby probes (25) for probe 351727. MinCovDet requires more samples than features.
2026-06-03 04:42:30,669 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (23) compared to nearby probes (27) for probe 351728. MinCovDet requires more samples than features.
2026-06-03 04:42:30,670 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (23) compared to nearby probes (28) for probe 351729. MinCovDet requires more samples than features.
2026-06-03 04:42:30,670 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (23) compared to nearby probes (30) for probe 351730. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-782.668025935542687 > -787.009145591810238). You may want to try with a higher value of support_fraction (current value: 0.851).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-776.919139086919131 > -778.243268475796185). You may want to try with a higher value of support_fraction (current value: 0.851).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-716.012564469189442 > -717.476685159054455). You may want to try with a higher value of support_fraction (current value: 0.851).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-782.668025935542687 > -787.009145591810238). You may want to try with a higher value of support_fraction (current value: 0.851).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-776.919139086919131 > -778.243268475796185). You may want to try with a higher value of support_fraction (current value: 0.851).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-716.012564469189442 > -717.476685159054455). You may want to try with a higher value of support_fraction (current value: 0.851).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-788.177568992081092 > -789.182225928646744). You may want to try with a higher value of support_fraction (current value: 0.854).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-793.660125773840377 > -794.552851860425790). You may want to try with a higher value of support_fraction (current value: 0.854).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-792.002700299994217 > -797.034743562998983). You may want to try with a higher value of support_fraction (current value: 0.854).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-761.242368448335469 > -764.614785882577962). You may want to try with a higher value of support_fraction (current value: 0.854).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-785.980865737240833 > -787.322448831401630). You may want to try with a higher value of support_fraction (current value: 0.854).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-788.177568992081092 > -789.182225928646744). You may want to try with a higher value of support_fraction (current value: 0.854).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-793.660125773840377 > -794.552851860425790). You may want to try with a higher value of support_fraction (current value: 0.854).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-792.002700299994217 > -797.034743562998983). You may want to try with a higher value of support_fraction (current value: 0.854).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-761.242368448335469 > -764.614785882577962). You may want to try with a higher value of support_fraction (current value: 0.854).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-785.980865737240833 > -787.322448831401630). You may want to try with a higher value of support_fraction (current value: 0.854).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-832.520091963112463 > -833.954485381262089). You may want to try with a higher value of support_fraction (current value: 0.854).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-829.746033097815030 > -830.737960392499986). You may want to try with a higher value of support_fraction (current value: 0.854).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-832.520091963112463 > -833.954485381262089). You may want to try with a higher value of support_fraction (current value: 0.854).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-829.746033097815030 > -830.737960392499986). You may want to try with a higher value of support_fraction (current value: 0.854).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-815.142275328700180 > -816.451460045941872). You may want to try with a higher value of support_fraction (current value: 0.833).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-813.546283980248290 > -813.581575224352036). You may want to try with a higher value of support_fraction (current value: 0.833).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-786.967067500454846 > -787.398983833692114). You may want to try with a higher value of support_fraction (current value: 0.833).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-793.659099179236932 > -793.736583543721167). You may want to try with a higher value of support_fraction (current value: 0.833).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-786.967067500454846 > -787.398983833692114). You may want to try with a higher value of support_fraction (current value: 0.833).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-793.659099179236932 > -793.736583543721167). You may want to try with a higher value of support_fraction (current value: 0.833).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-811.161916672971074 > -817.313196389749805). You may want to try with a higher value of support_fraction (current value: 0.782).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-811.026400500282762 > -811.687516450173348). You may want to try with a higher value of support_fraction (current value: 0.782).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-806.791145960854351 > -809.256474805096332). You may want to try with a higher value of support_fraction (current value: 0.782).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-812.035336347448037 > -813.400606381067178). You may want to try with a higher value of support_fraction (current value: 0.782).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-771.105483349942460 > -771.876031948449054). You may want to try with a higher value of support_fraction (current value: 0.782).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-772.985763492918522 > -776.932930090864375). You may want to try with a higher value of support_fraction (current value: 0.782).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-766.225112465751749 > -766.621315401354650). You may want to try with a higher value of support_fraction (current value: 0.782).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-772.663320082478663 > -777.414988628478909). You may want to try with a higher value of support_fraction (current value: 0.782).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-861.566620136812048 > -865.114915686530935). You may want to try with a higher value of support_fraction (current value: 0.746).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-861.269234804019788 > -862.571477329659160). You may want to try with a higher value of support_fraction (current value: 0.746).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-861.566620136812048 > -865.114915686530935). You may want to try with a higher value of support_fraction (current value: 0.746).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-861.269234804019788 > -862.571477329659160). You may want to try with a higher value of support_fraction (current value: 0.746).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-796.250473887032626 > -828.127901082581388). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-797.444991748836628 > -827.882315905070868). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-800.506243618788289 > -829.220351478208499). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-792.233908669020138 > -795.545017302776614). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-796.250473887032626 > -828.127901082581388). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-797.444991748836628 > -827.882315905070868). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-800.506243618788289 > -829.220351478208499). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-792.233908669020138 > -795.545017302776614). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-757.560354411494131 > -791.329549995954380). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-761.886879790678904 > -784.485016456410563). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-757.585112598978185 > -787.171167046196842). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-758.572285258637976 > -788.623783291717359). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-759.182239391635790 > -790.011775260946479). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-757.799687398712649 > -787.932020685144153). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-729.760512181482227 > -760.437849963781787). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-758.638408348053190 > -760.682999682210038). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-729.905166398139272 > -759.538689888870636). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-729.760512181482227 > -760.437849963781787). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-758.638408348053190 > -760.682999682210038). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-729.905166398139272 > -759.538689888870636). You may want to try with a higher value of support_fraction (current value: 0.730).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-721.201281607754595 > -818.553331922612983). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-719.241070015028640 > -749.617757953908267). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-719.241070015028640 > -749.702109215681048). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-719.146122384832097 > -722.068419602258814). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-534.220890161668535 > -590.734955554599310). You may want to try with a higher value of support_fraction (current value: 0.683).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-531.514865311513859 > -593.656987087645689). You may want to try with a higher value of support_fraction (current value: 0.683).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-396.506621720015005 > -396.804485839513518). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-395.908227352627819 > -395.921073242346210). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-392.206405414174355 > -394.561620586729703). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-334.612976362432619 > -390.965427932743296). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-316.120619437127118 > -321.172267352138192). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-285.749346938047779 > -315.871780309765313). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-315.085215030201994 > -318.295955345585355). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-233.429875295226793 > -236.011799024144011). You may want to try with a higher value of support_fraction (current value: 0.619).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-231.141506850122170 > -232.056415815376056). You may want to try with a higher value of support_fraction (current value: 0.619).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-48.360003596540814 > -79.128429644696709). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-48.360003596540793 > -79.046821192065465). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-48.360003596540814 > -79.128429644696709). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-48.360003596540793 > -79.046821192065465). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-59.349123911406700 > -89.698215243949633). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-59.349123911406700 > -89.698215243949633). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-136.505405734537931 > -136.765963235654397). You may want to try with a higher value of support_fraction (current value: 0.565).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-52.270308490671255 > -103.338914199896564). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-50.648993386215473 > -103.791450635246946). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-52.270308490671255 > -103.338914199896564). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-50.648993386215473 > -103.791450635246946). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-56.948128562862770 > -111.970582326838354). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-56.948128562861569 > -113.231010883075129). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-103.165016454474738 > -104.145845707487751). You may want to try with a higher value of support_fraction (current value: 0.593).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-75.470480468941858 > -130.686643041755758). You may want to try with a higher value of support_fraction (current value: 0.587).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-75.470480468941858 > -131.065616534416733). You may want to try with a higher value of support_fraction (current value: 0.587).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
2026-06-03 04:42:47,144 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (25) compared to nearby probes (27) for probe 120163. MinCovDet requires more samples than features.
2026-06-03 04:42:47,144 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (25) compared to nearby probes (27) for probe 120164. MinCovDet requires more samples than features.
2026-06-03 04:42:47,145 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (25) compared to nearby probes (28) for probe 120165. MinCovDet requires more samples than features.
2026-06-03 04:42:47,146 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (25) compared to nearby probes (29) for probe 120166. MinCovDet requires more samples than features.
2026-06-03 04:42:47,146 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (25) compared to nearby probes (29) for probe 120167. MinCovDet requires more samples than features.
2026-06-03 04:42:47,147 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (25) compared to nearby probes (31) for probe 120168. MinCovDet requires more samples than features.
2026-06-03 04:42:47,148 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (25) compared to nearby probes (31) for probe 120169. MinCovDet requires more samples than features.
2026-06-03 04:42:47,149 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (25) compared to nearby probes (32) for probe 120170. MinCovDet requires more samples than features.
2026-06-03 04:42:47,149 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (25) compared to nearby probes (31) for probe 120171. MinCovDet requires more samples than features.
2026-06-03 04:42:47,150 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (25) compared to nearby probes (32) for probe 120172. MinCovDet requires more samples than features.
2026-06-03 04:42:47,150 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (25) compared to nearby probes (33) for probe 120173. MinCovDet requires more samples than features.
2026-06-03 04:42:47,151 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (24) compared to nearby probes (32) for probe 120174. MinCovDet requires more samples than features.
2026-06-03 04:42:47,152 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (24) compared to nearby probes (33) for probe 120175. MinCovDet requires more samples than features.
2026-06-03 04:42:47,153 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (24) compared to nearby probes (33) for probe 120176. MinCovDet requires more samples than features.
2026-06-03 04:42:47,153 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (23) compared to nearby probes (33) for probe 120177. MinCovDet requires more samples than features.
2026-06-03 04:42:47,154 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (23) compared to nearby probes (33) for probe 120178. MinCovDet requires more samples than features.
2026-06-03 04:42:47,155 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (23) compared to nearby probes (32) for probe 120179. MinCovDet requires more samples than features.
2026-06-03 04:42:47,155 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (23) compared to nearby probes (30) for probe 120180. MinCovDet requires more samples than features.
2026-06-03 04:42:47,156 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (23) compared to nearby probes (31) for probe 120181. MinCovDet requires more samples than features.
2026-06-03 04:42:47,157 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (23) compared to nearby probes (31) for probe 120182. MinCovDet requires more samples than features.
2026-06-03 04:42:47,157 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (23) compared to nearby probes (31) for probe 120183. MinCovDet requires more samples than features.
2026-06-03 04:42:47,158 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (23) compared to nearby probes (31) for probe 120184. MinCovDet requires more samples than features.
2026-06-03 04:42:47,158 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (23) compared to nearby probes (30) for probe 120185. MinCovDet requires more samples than features.
2026-06-03 04:42:47,159 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (23) compared to nearby probes (31) for probe 120186. MinCovDet requires more samples than features.
2026-06-03 04:42:47,160 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (23) compared to nearby probes (31) for probe 120187. MinCovDet requires more samples than features.
2026-06-03 04:42:47,160 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (22) compared to nearby probes (32) for probe 120188. MinCovDet requires more samples than features.
2026-06-03 04:42:47,161 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (22) compared to nearby probes (32) for probe 120189. MinCovDet requires more samples than features.
2026-06-03 04:42:47,161 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (20) compared to nearby probes (32) for probe 120190. MinCovDet requires more samples than features.
2026-06-03 04:42:47,162 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (20) compared to nearby probes (32) for probe 120191. MinCovDet requires more samples than features.
2026-06-03 04:42:47,162 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (29) compared to nearby probes (32) for probe 120192. MinCovDet requires more samples than features.
2026-06-03 04:42:47,163 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (29) compared to nearby probes (32) for probe 120193. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-666.430270976799420 > -669.783294001145805). You may want to try with a higher value of support_fraction (current value: 0.884).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-663.551385366279646 > -664.182417867378831). You may want to try with a higher value of support_fraction (current value: 0.884).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-687.566801385270992 > -691.850563732486421). You may want to try with a higher value of support_fraction (current value: 0.884).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-782.930709642765692 > -783.253765186057876). You may want to try with a higher value of support_fraction (current value: 0.796).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-780.172514454921725 > -782.456248498511286). You may want to try with a higher value of support_fraction (current value: 0.796).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-781.397626053767567 > -782.215434768278669). You may want to try with a higher value of support_fraction (current value: 0.796).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-775.975687912023886 > -778.627543215158767). You may want to try with a higher value of support_fraction (current value: 0.796).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-782.930709642765692 > -783.253765186057876). You may want to try with a higher value of support_fraction (current value: 0.796).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-780.172514454921725 > -782.456248498511286). You may want to try with a higher value of support_fraction (current value: 0.796).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-781.397626053767567 > -782.215434768278669). You may want to try with a higher value of support_fraction (current value: 0.796).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-775.975687912023886 > -778.627543215158767). You may want to try with a higher value of support_fraction (current value: 0.796).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-859.873138005943815 > -865.559461419634886). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-859.039025042157391 > -860.648256211427679). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-859.873138005943815 > -865.559461419634886). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-859.039025042157391 > -860.648256211427679). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-769.179227796926625 > -824.972429948400077). You may want to try with a higher value of support_fraction (current value: 0.734).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-770.353890990709942 > -820.780660741406109). You may want to try with a higher value of support_fraction (current value: 0.734).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-769.179227796926625 > -824.972429948400077). You may want to try with a higher value of support_fraction (current value: 0.734).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-770.353890990709942 > -820.780660741406109). You may want to try with a higher value of support_fraction (current value: 0.734).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-563.085281401559769 > -588.544372117358193). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-563.085281401559769 > -588.544372117358193). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-295.206736024509780 > -503.301042161759142). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-411.728794214427808 > -444.092478869259082). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-416.496759556177437 > -439.624203348293122). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-387.402199251313732 > -439.266731716900722). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-414.406541086914785 > -474.163121399029762). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-414.812741891039764 > -416.168703617162464). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-295.206736024509780 > -503.301042161759142). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-411.728794214427808 > -444.092478869259082). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-416.496759556177437 > -439.624203348293122). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-387.402199251313732 > -439.266731716900722). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-414.406541086914785 > -474.163121399029762). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-414.812741891039764 > -416.168703617162464). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-333.627848038566299 > -547.066957381879320). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-433.916213636995792 > -512.788153901249416). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-453.740492756473714 > -512.518532104117185). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-394.483762685480485 > -476.910696473514236). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-452.014713401662675 > -481.684266143523075). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-454.015530272169769 > -485.809168257470333). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-433.501395444908894 > -552.541374819917451). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-346.085456762453418 > -545.903618344750043). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-523.449986229213209 > -525.574779352154110). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-513.941288234810486 > -633.706475851280061). You may want to try with a higher value of support_fraction (current value: 0.683).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-542.275052649576196 > -568.538461489041879). You may want to try with a higher value of support_fraction (current value: 0.683).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-506.897397775895342 > -508.061813161322391). You may want to try with a higher value of support_fraction (current value: 0.683).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-455.909561995215483 > -594.413806803980833). You may want to try with a higher value of support_fraction (current value: 0.683).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-555.561722360951990 > -632.803390717228126). You may want to try with a higher value of support_fraction (current value: 0.683).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-513.941288234810486 > -633.706475851280061). You may want to try with a higher value of support_fraction (current value: 0.683).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-542.275052649576196 > -568.538461489041879). You may want to try with a higher value of support_fraction (current value: 0.683).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-506.897397775895342 > -508.061813161322391). You may want to try with a higher value of support_fraction (current value: 0.683).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-455.909561995215483 > -594.413806803980833). You may want to try with a higher value of support_fraction (current value: 0.683).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-555.561722360951990 > -632.803390717228126). You may want to try with a higher value of support_fraction (current value: 0.683).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-619.964410938944297 > -682.767989455971019). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-648.889772499050423 > -649.405572147041312). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-626.867007556447902 > -628.448279808533584). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-651.339566422131611 > -651.481422326887241). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-619.964410938944297 > -682.767989455971019). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-648.889772499050423 > -649.405572147041312). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-626.867007556447902 > -628.448279808533584). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-651.339566422131611 > -651.481422326887241). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-309.183190566811106 > -310.953373383364521). You may want to try with a higher value of support_fraction (current value: 0.778).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-340.065818139397379 > -341.623505905541606). You may want to try with a higher value of support_fraction (current value: 0.778).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-548.601805197281578 > -550.377024566080081). You may want to try with a higher value of support_fraction (current value: 0.737).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-453.522362509106529 > -453.711202790840048). You may want to try with a higher value of support_fraction (current value: 0.737).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-458.524657134704626 > -460.680410338361185). You may want to try with a higher value of support_fraction (current value: 0.737).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-548.601805197281578 > -550.377024566080081). You may want to try with a higher value of support_fraction (current value: 0.737).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-453.522362509106529 > -453.711202790840048). You may want to try with a higher value of support_fraction (current value: 0.737).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-458.524657134704626 > -460.680410338361185). You may want to try with a higher value of support_fraction (current value: 0.737).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-648.453165801585214 > -649.830472843556322). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-589.532563886716730 > -590.662272465083447). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-653.171997664338619 > -654.208305572947438). You may want to try with a higher value of support_fraction (current value: 0.719).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-600.496383276469373 > -604.934729014783329). You may want to try with a higher value of support_fraction (current value: 0.719).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-653.171997664338619 > -654.208305572947438). You may want to try with a higher value of support_fraction (current value: 0.719).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-600.496383276469373 > -604.934729014783329). You may want to try with a higher value of support_fraction (current value: 0.719).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-576.036483610868800 > -576.548286941166225). You may want to try with a higher value of support_fraction (current value: 0.734).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-631.031641081773387 > -631.737314566127338). You may want to try with a higher value of support_fraction (current value: 0.734).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-569.277574101305731 > -574.082484011414181). You may want to try with a higher value of support_fraction (current value: 0.734).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-576.036483610868800 > -576.548286941166225). You may want to try with a higher value of support_fraction (current value: 0.734).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-631.031641081773387 > -631.737314566127338). You may want to try with a higher value of support_fraction (current value: 0.734).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-569.277574101305731 > -574.082484011414181). You may want to try with a higher value of support_fraction (current value: 0.734).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-626.061706276741234 > -654.836895228954745). You may want to try with a higher value of support_fraction (current value: 0.719).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-613.995502660972875 > -618.881433223136014). You may want to try with a higher value of support_fraction (current value: 0.719).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-617.472338408277778 > -641.159459500630646). You may want to try with a higher value of support_fraction (current value: 0.719).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-614.424488742421204 > -619.012681529659631). You may want to try with a higher value of support_fraction (current value: 0.719).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-617.472338408277778 > -641.159459500630646). You may want to try with a higher value of support_fraction (current value: 0.719).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-614.424488742421204 > -619.012681529659631). You may want to try with a higher value of support_fraction (current value: 0.719).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-609.755220958832410 > -616.597231820639422). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-609.755220958832410 > -616.597231820639422). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-570.039175505918365 > -572.690536961573457). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-437.089175439928283 > -527.016566168726172). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-411.185850663682345 > -527.112553812568535). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-294.044381421460116 > -295.297176952415157). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-322.015174581604640 > -326.467108447055807). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-268.611822218524821 > -268.699364751046744). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-177.091385965566872 > -179.722245410888632). You may want to try with a higher value of support_fraction (current value: 0.636).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-177.091385965566872 > -179.722245410888632). You may want to try with a higher value of support_fraction (current value: 0.636).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-177.091385965566872 > -179.722245410888632). You may want to try with a higher value of support_fraction (current value: 0.636).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-177.091385965566872 > -179.722245410888632). You may want to try with a higher value of support_fraction (current value: 0.636).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-177.091385965566872 > -179.722245410888632). You may want to try with a higher value of support_fraction (current value: 0.636).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-177.091385965566872 > -179.722245410888632). You may want to try with a higher value of support_fraction (current value: 0.636).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-177.091385965566872 > -179.722245410888632). You may want to try with a higher value of support_fraction (current value: 0.636).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-177.091385965566872 > -179.722245410888632). You may want to try with a higher value of support_fraction (current value: 0.636).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-396.324246529205823 > -427.983061999362349). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-435.757677364258541 > -438.504132681937563). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-467.358381692030207 > -469.245503514267568). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-495.420258570080932 > -496.598124951027728). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-466.683888517909452 > -468.702675543682119). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-435.214489356395234 > -437.882164322990434). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-459.655073454978549 > -490.705817389662229). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-458.985671373137279 > -487.385010036408175). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-461.291217416083157 > -462.837965460637577). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-399.777498292338350 > -400.739914888495548). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-425.637930278712076 > -426.272247856773731). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-428.812378517002116 > -461.442717472159643). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-496.878198440660071 > -525.194716492205316). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-443.268429682622127 > -525.152695786647655). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-468.985381601956362 > -528.406018988941469). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-472.093566863045908 > -526.830890885745248). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-499.728188637580274 > -527.923116894484792). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-543.606584505078445 > -599.163860136722519). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-538.377841970436407 > -596.993585989044050). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-507.010260314026141 > -507.672515344732517). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-543.606584505078445 > -599.163860136722519). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-538.377841970436407 > -596.993585989044050). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-507.010260314026141 > -507.672515344732517). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-671.840590578852584 > -676.135773003956047). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-585.291101525154318 > -672.652348948860890). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-674.451013694601329 > -675.127930284854642). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-670.754186707411236 > -699.035692619650604). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-638.036173717997144 > -695.405047826852979). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-612.461200958682980 > -696.124487266601705). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-667.442043760145339 > -670.882334964316556). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-670.754186707411236 > -699.035692619650604). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-638.036173717997144 > -695.405047826852979). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-612.461200958682980 > -696.124487266601705). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-667.442043760145339 > -670.882334964316556). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-537.181960024997124 > -538.708389428336091). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-564.564254927014531 > -564.700819048729954). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-537.181960024997124 > -538.708389428336091). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-564.564254927014531 > -564.700819048729954). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-537.181960024997124 > -538.708389428336091). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-564.564254927014531 > -564.700819048729954). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-537.181960024997124 > -538.708389428336091). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-564.564254927014531 > -564.700819048729954). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-537.181960024997124 > -538.708389428336091). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-564.564254927014531 > -564.700819048729954). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-537.181960024997124 > -538.708389428336091). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-564.564254927014531 > -564.700819048729954). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-487.862105698950643 > -489.995298835924871). You may want to try with a higher value of support_fraction (current value: 0.745).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-458.187589397714419 > -463.331947342598141). You may want to try with a higher value of support_fraction (current value: 0.745).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-452.209098895907061 > -452.492399901697979). You may want to try with a higher value of support_fraction (current value: 0.745).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-456.501920762568886 > -458.215694350417948). You may want to try with a higher value of support_fraction (current value: 0.745).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-487.862105698950643 > -489.995298835924871). You may want to try with a higher value of support_fraction (current value: 0.745).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-458.187589397714419 > -463.331947342598141). You may want to try with a higher value of support_fraction (current value: 0.745).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-452.209098895907061 > -452.492399901697979). You may want to try with a higher value of support_fraction (current value: 0.745).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-456.501920762568886 > -458.215694350417948). You may want to try with a higher value of support_fraction (current value: 0.745).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-286.438467001921254 > -286.777678470385240). You may want to try with a higher value of support_fraction (current value: 0.844).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-282.902533493182261 > -284.676072948740853). You may want to try with a higher value of support_fraction (current value: 0.844).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-307.009880159473369 > -307.154793847579697). You may want to try with a higher value of support_fraction (current value: 0.812).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-297.964834583622121 > -298.395202609365242). You may want to try with a higher value of support_fraction (current value: 0.812).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-294.887466980051215 > -297.233878733956772). You may want to try with a higher value of support_fraction (current value: 0.812).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-241.709954955865697 > -242.110494724774213). You may want to try with a higher value of support_fraction (current value: 0.812).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-307.009880159473369 > -307.154793847579697). You may want to try with a higher value of support_fraction (current value: 0.812).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-297.964834583622121 > -298.395202609365242). You may want to try with a higher value of support_fraction (current value: 0.812).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-294.887466980051215 > -297.233878733956772). You may want to try with a higher value of support_fraction (current value: 0.812).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-241.709954955865697 > -242.110494724774213). You may want to try with a higher value of support_fraction (current value: 0.812).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-155.444161708277392 > -155.962653899703639). You may want to try with a higher value of support_fraction (current value: 0.727).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-155.444161708277392 > -155.962653899703639). You may want to try with a higher value of support_fraction (current value: 0.727).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-155.444161708277392 > -155.962653899703639). You may want to try with a higher value of support_fraction (current value: 0.727).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-165.835331767636944 > -168.725433145699185). You may want to try with a higher value of support_fraction (current value: 0.727).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-279.624902022878757 > -282.288532352089078). You may want to try with a higher value of support_fraction (current value: 0.788).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-232.659770435418665 > -232.946958180959740). You may want to try with a higher value of support_fraction (current value: 0.788).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-250.820715184439905 > -251.455547291636492). You may want to try with a higher value of support_fraction (current value: 0.788).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-228.064857562430007 > -228.156324358765374). You may want to try with a higher value of support_fraction (current value: 0.812).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-206.606387682632516 > -206.739406013357183). You may want to try with a higher value of support_fraction (current value: 0.812).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-204.914167336263688 > -207.291830468605411). You may want to try with a higher value of support_fraction (current value: 0.812).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-228.064857562430007 > -228.156324358765374). You may want to try with a higher value of support_fraction (current value: 0.812).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-206.606387682632516 > -206.739406013357183). You may want to try with a higher value of support_fraction (current value: 0.812).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-204.914167336263688 > -207.291830468605411). You may want to try with a higher value of support_fraction (current value: 0.812).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-269.821318626517836 > -273.627771380956801). You may want to try with a higher value of support_fraction (current value: 0.767).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-241.438953120931671 > -241.880742962817266). You may want to try with a higher value of support_fraction (current value: 0.767).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-216.897567508589816 > -219.549634753424499). You may want to try with a higher value of support_fraction (current value: 0.767).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-247.546926448565387 > -248.098748771935107). You may want to try with a higher value of support_fraction (current value: 0.767).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-266.847315990380594 > -271.559046503234299). You may want to try with a higher value of support_fraction (current value: 0.767).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-259.427657884259759 > -259.816908914405587). You may want to try with a higher value of support_fraction (current value: 0.767).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-239.002060104460810 > -241.525030759965688). You may want to try with a higher value of support_fraction (current value: 0.767).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-266.847315990380594 > -271.559046503234299). You may want to try with a higher value of support_fraction (current value: 0.767).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-259.427657884259759 > -259.816908914405587). You may want to try with a higher value of support_fraction (current value: 0.767).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-239.002060104460810 > -241.525030759965688). You may want to try with a higher value of support_fraction (current value: 0.767).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-266.847315990380594 > -271.559046503234299). You may want to try with a higher value of support_fraction (current value: 0.767).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-259.427657884259759 > -259.816908914405587). You may want to try with a higher value of support_fraction (current value: 0.767).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-239.002060104460810 > -241.525030759965688). You may want to try with a higher value of support_fraction (current value: 0.767).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-266.847315990380594 > -271.559046503234299). You may want to try with a higher value of support_fraction (current value: 0.767).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-259.427657884259759 > -259.816908914405587). You may want to try with a higher value of support_fraction (current value: 0.767).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-239.002060104460810 > -241.525030759965688). You may want to try with a higher value of support_fraction (current value: 0.767).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-266.847315990380594 > -271.559046503234299). You may want to try with a higher value of support_fraction (current value: 0.767).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-259.427657884259759 > -259.816908914405587). You may want to try with a higher value of support_fraction (current value: 0.767).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-239.002060104460810 > -241.525030759965688). You may want to try with a higher value of support_fraction (current value: 0.767).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-313.714174347482981 > -315.517210791740979). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-313.714174347482981 > -315.517210791740979). You may want to try with a higher value of support_fraction (current value: 0.673).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-130.781567500533896 > -132.073933942541174). You may want to try with a higher value of support_fraction (current value: 0.594).
2026-06-03 04:43:31,609 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (7) for probe 262406. MinCovDet requires more samples than features.
2026-06-03 04:43:31,609 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (8) for probe 262407. MinCovDet requires more samples than features.
2026-06-03 04:43:31,610 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (9) for probe 262408. MinCovDet requires more samples than features.
2026-06-03 04:43:31,610 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (10) for probe 262409. MinCovDet requires more samples than features.
2026-06-03 04:43:31,611 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (3) compared to nearby probes (11) for probe 262410. MinCovDet requires more samples than features.
2026-06-03 04:43:31,611 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (10) compared to nearby probes (12) for probe 262411. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
2026-06-03 04:43:31,621 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (14) compared to nearby probes (14) for probe 262413. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-163.101297471692646 > -163.464012085798174). You may want to try with a higher value of support_fraction (current value: 0.627).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-163.101297471692646 > -163.464012085798174). You may want to try with a higher value of support_fraction (current value: 0.627).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-163.101297471692646 > -163.464012085798174). You may want to try with a higher value of support_fraction (current value: 0.627).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-163.101297471692646 > -163.464012085798174). You may want to try with a higher value of support_fraction (current value: 0.627).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-163.101297471692646 > -163.464012085798174). You may want to try with a higher value of support_fraction (current value: 0.627).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-207.941441100050355 > -209.733200325781183). You may want to try with a higher value of support_fraction (current value: 0.610).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-149.004538173275932 > -149.020983886266464). You may want to try with a higher value of support_fraction (current value: 0.610).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-173.785817763718683 > -175.326262803462868). You may want to try with a higher value of support_fraction (current value: 0.610).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-207.941441100050355 > -209.733200325781183). You may want to try with a higher value of support_fraction (current value: 0.610).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-149.004538173275932 > -149.020983886266464). You may want to try with a higher value of support_fraction (current value: 0.610).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-173.785817763718683 > -175.326262803462868). You may want to try with a higher value of support_fraction (current value: 0.610).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-379.875819654666316 > -381.834353609101754). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-374.538084091684595 > -374.718047351953999). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-377.551649668482980 > -378.377626916996576). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-375.920891881682508 > -376.325857610010303). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-368.169918549903002 > -371.320267833986236). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-379.875819654666316 > -381.834353609101754). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-374.538084091684595 > -374.718047351953999). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-377.551649668482980 > -378.377626916996576). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-375.920891881682508 > -376.325857610010303). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-368.169918549903002 > -371.320267833986236). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-379.875819654666316 > -381.834353609101754). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-374.538084091684595 > -374.718047351953999). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-377.551649668482980 > -378.377626916996576). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-375.920891881682508 > -376.325857610010303). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-368.169918549903002 > -371.320267833986236). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-379.875819654666316 > -381.834353609101754). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-374.538084091684595 > -374.718047351953999). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-377.551649668482980 > -378.377626916996576). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-375.920891881682508 > -376.325857610010303). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-368.169918549903002 > -371.320267833986236). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-379.875819654666316 > -381.834353609101754). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-374.538084091684595 > -374.718047351953999). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-377.551649668482980 > -378.377626916996576). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-375.920891881682508 > -376.325857610010303). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-368.169918549903002 > -371.320267833986236). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-379.875819654666316 > -381.834353609101754). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-374.538084091684595 > -374.718047351953999). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-377.551649668482980 > -378.377626916996576). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-375.920891881682508 > -376.325857610010303). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-368.169918549903002 > -371.320267833986236). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-379.875819654666316 > -381.834353609101754). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-374.538084091684595 > -374.718047351953999). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-377.551649668482980 > -378.377626916996576). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-375.920891881682508 > -376.325857610010303). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-368.169918549903002 > -371.320267833986236). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-379.875819654666316 > -381.834353609101754). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-374.538084091684595 > -374.718047351953999). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-377.551649668482980 > -378.377626916996576). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-375.920891881682508 > -376.325857610010303). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-368.169918549903002 > -371.320267833986236). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-379.875819654666316 > -381.834353609101754). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-374.538084091684595 > -374.718047351953999). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-377.551649668482980 > -378.377626916996576). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-375.920891881682508 > -376.325857610010303). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-368.169918549903002 > -371.320267833986236). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-379.875819654666316 > -381.834353609101754). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-374.538084091684595 > -374.718047351953999). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-377.551649668482980 > -378.377626916996576). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-375.920891881682508 > -376.325857610010303). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-368.169918549903002 > -371.320267833986236). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-379.875819654666316 > -381.834353609101754). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-374.538084091684595 > -374.718047351953999). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-377.551649668482980 > -378.377626916996576). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-375.920891881682508 > -376.325857610010303). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-368.169918549903002 > -371.320267833986236). You may want to try with a higher value of support_fraction (current value: 0.689).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-415.864058255267594 > -419.846654187371769). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-417.120401912763100 > -419.960549621831319). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-390.060605227198664 > -390.648926546550001). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-387.181819683296283 > -389.329769434248533). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-416.026600562205942 > -418.324794143623649). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-417.391081961568489 > -417.483384514815270). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-415.864058255267594 > -419.846654187371769). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-417.120401912763100 > -419.960549621831319). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-390.060605227198664 > -390.648926546550001). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-387.181819683296283 > -389.329769434248533). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-416.026600562205942 > -418.324794143623649). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-417.391081961568489 > -417.483384514815270). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-407.267428264820580 > -408.184411259223850). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-407.267428264820580 > -408.184411259223850). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-202.363713801721502 > -270.779553125633242). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-178.616420883185413 > -179.873756527793518). You may want to try with a higher value of support_fraction (current value: 0.646).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-615.613193851615165 > -646.469545062402062). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-582.515725073923363 > -643.718914518665429). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-590.386463691753988 > -643.198563390264553). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-615.035805204070130 > -643.633989765522642). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-640.280923910752222 > -645.781807357226967). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-585.738390756811896 > -648.486508823722147). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-615.613193851615165 > -646.469545062402062). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-582.515725073923363 > -643.718914518665429). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-590.386463691753988 > -643.198563390264553). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-615.035805204070130 > -643.633989765522642). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-640.280923910752222 > -645.781807357226967). You may want to try with a higher value of support_fraction (current value: 0.708).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-585.738390756811896 > -648.486508823722147). You may want to try with a higher value of support_fraction (current value: 0.708).
2026-06-03 04:43:36,674 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (17) for probe 400795. MinCovDet requires more samples than features.
2026-06-03 04:43:36,675 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (17) for probe 400796. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-111.616241042131492 > -112.714853330789708). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-111.616241042131492 > -112.714853330789708). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-111.616241042131492 > -112.714853330789708). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-111.616241042131492 > -112.714853330789708). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-111.616241042131492 > -112.714853330789708). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-111.616241042131492 > -112.714853330789708). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-111.616241042131492 > -112.714853330789708). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-163.148038760603924 > -165.343168895309560). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-162.738954822680085 > -162.969716375924065). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-163.148038760603924 > -165.343168895309560). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-162.738954822680085 > -162.969716375924065). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-161.572610160383931 > -161.929285104660352). You may want to try with a higher value of support_fraction (current value: 0.631).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-161.572610160383931 > -161.606511713711171). You may want to try with a higher value of support_fraction (current value: 0.631).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-172.543032037255813 > -174.902054649892648). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-369.498750637423655 > -407.465902167212107). You may want to try with a higher value of support_fraction (current value: 0.623).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-243.708740214214600 > -244.047554935650339). You may want to try with a higher value of support_fraction (current value: 0.603).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-161.973089967329656 > -298.291112016545242). You may want to try with a higher value of support_fraction (current value: 0.603).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-243.708740214214600 > -244.047554935650339). You may want to try with a higher value of support_fraction (current value: 0.603).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-161.973089967329656 > -298.291112016545242). You may want to try with a higher value of support_fraction (current value: 0.603).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-243.708740214214600 > -244.047554935650339). You may want to try with a higher value of support_fraction (current value: 0.603).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-161.973089967329656 > -298.291112016545242). You may want to try with a higher value of support_fraction (current value: 0.603).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-243.708740214214600 > -244.047554935650339). You may want to try with a higher value of support_fraction (current value: 0.603).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-161.973089967329656 > -298.291112016545242). You may want to try with a higher value of support_fraction (current value: 0.603).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-278.162935375250242 > -283.888008716043828). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-170.054274830343900 > -170.212630731182600). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-254.659045109568098 > -256.937544315569880). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-254.659045109568098 > -256.937544315569880). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-278.162935375250242 > -283.888008716043828). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-170.054274830343900 > -170.212630731182600). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-254.659045109568098 > -256.937544315569880). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-254.659045109568098 > -256.937544315569880). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-278.162935375250242 > -283.888008716043828). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-170.054274830343900 > -170.212630731182600). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-254.659045109568098 > -256.937544315569880). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-254.659045109568098 > -256.937544315569880). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-278.162935375250242 > -283.888008716043828). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-170.054274830343900 > -170.212630731182600). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-254.659045109568098 > -256.937544315569880). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-254.659045109568098 > -256.937544315569880). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-278.162935375250242 > -283.888008716043828). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-170.054274830343900 > -170.212630731182600). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-254.659045109568098 > -256.937544315569880). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-254.659045109568098 > -256.937544315569880). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-278.162935375250242 > -283.888008716043828). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-170.054274830343900 > -170.212630731182600). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-254.659045109568098 > -256.937544315569880). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-254.659045109568098 > -256.937544315569880). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-216.509054778840891 > -268.823894738614229). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-245.092008633419113 > -270.728168439454237). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-272.679053551343827 > -273.815436808605625). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-76.640895841019372 > -76.698054253927467). You may want to try with a higher value of support_fraction (current value: 0.592).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-76.640895841019372 > -77.659465422947562). You may want to try with a higher value of support_fraction (current value: 0.592).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-40.164068919120467 > -119.267440939736858). You may want to try with a higher value of support_fraction (current value: 0.571).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-254.010411979632863 > -256.837078232086185). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-316.719583551928054 > -317.855340596282645). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-262.078672034171802 > -262.941744328507752). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-285.540099275721900 > -285.608837977316341). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-256.070232981435879 > -259.089501076596605). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-254.010411979632863 > -256.837078232086185). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-316.719583551928054 > -317.855340596282645). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-262.078672034171802 > -262.941744328507752). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-285.540099275721900 > -285.608837977316341). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-256.070232981435879 > -259.089501076596605). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-238.115582408103023 > -238.450549960781416). You may want to try with a higher value of support_fraction (current value: 0.674).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-238.861517620140518 > -238.943555941064773). You may want to try with a higher value of support_fraction (current value: 0.674).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-257.902532545189274 > -260.647578490045532). You may want to try with a higher value of support_fraction (current value: 0.674).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-238.115582408103023 > -238.450549960781416). You may want to try with a higher value of support_fraction (current value: 0.674).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-238.861517620140518 > -238.943555941064773). You may want to try with a higher value of support_fraction (current value: 0.674).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-257.902532545189274 > -260.647578490045532). You may want to try with a higher value of support_fraction (current value: 0.674).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-251.535373793134511 > -253.260203887469231). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-249.375674779537093 > -250.956551586095856). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-251.902442541394350 > -253.475047099893686). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-167.350805076827243 > -167.587763776756731). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-252.079642410714342 > -252.931519129761881). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-251.167624884899737 > -251.220404974626689). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-251.535373793134511 > -253.260203887469231). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-249.375674779537093 > -250.956551586095856). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-251.902442541394350 > -253.475047099893686). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-167.350805076827243 > -167.587763776756731). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-252.079642410714342 > -252.931519129761881). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-251.167624884899737 > -251.220404974626689). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-251.535373793134511 > -253.260203887469231). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-249.375674779537093 > -250.956551586095856). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-251.902442541394350 > -253.475047099893686). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-167.350805076827243 > -167.587763776756731). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-252.079642410714342 > -252.931519129761881). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-251.167624884899737 > -251.220404974626689). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-251.535373793134511 > -253.260203887469231). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-249.375674779537093 > -250.956551586095856). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-251.902442541394350 > -253.475047099893686). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-167.350805076827243 > -167.587763776756731). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-252.079642410714342 > -252.931519129761881). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-251.167624884899737 > -251.220404974626689). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-251.535373793134511 > -253.260203887469231). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-249.375674779537093 > -250.956551586095856). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-251.902442541394350 > -253.475047099893686). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-167.350805076827243 > -167.587763776756731). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-252.079642410714342 > -252.931519129761881). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-251.167624884899737 > -251.220404974626689). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-251.535373793134511 > -253.260203887469231). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-249.375674779537093 > -250.956551586095856). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-251.902442541394350 > -253.475047099893686). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-167.350805076827243 > -167.587763776756731). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-252.079642410714342 > -252.931519129761881). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-251.167624884899737 > -251.220404974626689). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-251.535373793134511 > -253.260203887469231). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-249.375674779537093 > -250.956551586095856). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-251.902442541394350 > -253.475047099893686). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-167.350805076827243 > -167.587763776756731). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-252.079642410714342 > -252.931519129761881). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-251.167624884899737 > -251.220404974626689). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-251.535373793134511 > -253.260203887469231). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-249.375674779537093 > -250.956551586095856). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-251.902442541394350 > -253.475047099893686). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-167.350805076827243 > -167.587763776756731). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-252.079642410714342 > -252.931519129761881). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-251.167624884899737 > -251.220404974626689). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-275.601582639517915 > -275.666600710495686). You may want to try with a higher value of support_fraction (current value: 0.659).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-300.851569236385046 > -301.876963449027073). You may want to try with a higher value of support_fraction (current value: 0.659).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-274.412172373198814 > -275.245306772038987). You may want to try with a higher value of support_fraction (current value: 0.659).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-220.552011952139878 > -221.006041443420543). You may want to try with a higher value of support_fraction (current value: 0.659).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-228.862480118246992 > -234.648322728634383). You may want to try with a higher value of support_fraction (current value: 0.683).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-284.365127346678094 > -284.803136365804392). You may want to try with a higher value of support_fraction (current value: 0.683).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-256.162974419537250 > -257.721310544068388). You may want to try with a higher value of support_fraction (current value: 0.683).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-234.887377308173939 > -236.929913376180423). You may want to try with a higher value of support_fraction (current value: 0.683).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-291.304853326124999 > -292.379051842514627). You may want to try with a higher value of support_fraction (current value: 0.683).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-322.455685962138091 > -324.358517978573445). You may want to try with a higher value of support_fraction (current value: 0.683).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-281.028229719998706 > -281.040045715746373). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-363.205149307606689 > -363.832898192453172). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-334.344543351876894 > -334.750716269196289). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-363.041956833680217 > -363.499305911409806). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-281.028229719998706 > -281.040045715746373). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-363.205149307606689 > -363.832898192453172). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-334.344543351876894 > -334.750716269196289). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-363.041956833680217 > -363.499305911409806). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-281.028229719998706 > -281.040045715746373). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-363.205149307606689 > -363.832898192453172). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-334.344543351876894 > -334.750716269196289). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-363.041956833680217 > -363.499305911409806). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-281.028229719998706 > -281.040045715746373). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-363.205149307606689 > -363.832898192453172). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-334.344543351876894 > -334.750716269196289). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-363.041956833680217 > -363.499305911409806). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-281.028229719998706 > -281.040045715746373). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-363.205149307606689 > -363.832898192453172). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-334.344543351876894 > -334.750716269196289). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-363.041956833680217 > -363.499305911409806). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-281.028229719998706 > -281.040045715746373). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-363.205149307606689 > -363.832898192453172). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-334.344543351876894 > -334.750716269196289). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-363.041956833680217 > -363.499305911409806). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-281.028229719998706 > -281.040045715746373). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-363.205149307606689 > -363.832898192453172). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-334.344543351876894 > -334.750716269196289). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-363.041956833680217 > -363.499305911409806). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-281.028229719998706 > -281.040045715746373). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-363.205149307606689 > -363.832898192453172). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-334.344543351876894 > -334.750716269196289). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-363.041956833680217 > -363.499305911409806). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-281.028229719998706 > -281.040045715746373). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-363.205149307606689 > -363.832898192453172). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-334.344543351876894 > -334.750716269196289). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-363.041956833680217 > -363.499305911409806). You may want to try with a higher value of support_fraction (current value: 0.707).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-252.811734568610973 > -253.877543507951827). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-257.651895053250485 > -258.174536087488320). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-255.147653781410185 > -257.102875821032853). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-250.840214644668237 > -250.896893671498901). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-257.029008030974069 > -260.896174237203468). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-256.197003698000856 > -260.148370666101584). You may want to try with a higher value of support_fraction (current value: 0.750).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-310.663207113927058 > -310.929676307986028). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-311.546623724938740 > -312.513056597041100). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-321.891828894469995 > -325.422211506245787). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-319.824047824583999 > -322.743281916137448). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-309.448164272984343 > -309.981815919078088). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-322.975048451717328 > -324.846218070803332). You may want to try with a higher value of support_fraction (current value: 0.735).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-329.822635696911050 > -332.015223322820873). You may want to try with a higher value of support_fraction (current value: 0.722).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-102.074672702785506 > -161.328725097140193). You may want to try with a higher value of support_fraction (current value: 0.609).
2026-06-03 04:44:37,939 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (2) for probe 36396. MinCovDet requires more samples than features.
2026-06-03 04:44:37,940 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (2) for probe 36397. MinCovDet requires more samples than features.
2026-06-03 04:44:37,941 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (2) for probe 36398. MinCovDet requires more samples than features.
2026-06-03 04:44:37,942 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (2) for probe 36399. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-56.746784747581984 > -84.045151653819403). You may want to try with a higher value of support_fraction (current value: 0.600).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-56.746784747581984 > -84.045151653819403). You may want to try with a higher value of support_fraction (current value: 0.600).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-56.746784747581984 > -84.045151653819403). You may want to try with a higher value of support_fraction (current value: 0.600).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-56.746784747581984 > -84.045151653819403). You may want to try with a higher value of support_fraction (current value: 0.600).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-56.746784747581984 > -84.045151653819403). You may want to try with a higher value of support_fraction (current value: 0.600).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-56.746784747581984 > -84.045151653819403). You may want to try with a higher value of support_fraction (current value: 0.600).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-56.746784747581984 > -84.045151653819403). You may want to try with a higher value of support_fraction (current value: 0.600).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-56.746784747581984 > -84.045151653819403). You may want to try with a higher value of support_fraction (current value: 0.600).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-172.420304115191669 > -172.431258148321575). You may want to try with a higher value of support_fraction (current value: 0.625).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-182.141091973579449 > -182.966036869828258). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-218.219903232456289 > -244.676380687896938). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
2026-06-03 04:44:59,673 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (19) for probe 405721. MinCovDet requires more samples than features.
2026-06-03 04:44:59,674 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (19) for probe 405722. MinCovDet requires more samples than features.
2026-06-03 04:44:59,675 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (19) for probe 405723. MinCovDet requires more samples than features.
2026-06-03 04:44:59,676 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (19) for probe 405724. MinCovDet requires more samples than features.
2026-06-03 04:44:59,676 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (19) for probe 405725. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-131.961715271898811 > -161.603483611827613). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-131.961715271898811 > -161.603483611827613). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-131.961715271898811 > -161.603483611827613). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-131.961715271898811 > -161.603483611827613). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-131.961715271898811 > -161.603483611827613). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-131.961715271898811 > -161.603483611827613). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-131.961715271898811 > -161.603483611827613). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-131.961715271898811 > -161.603483611827613). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-186.201679366496904 > -186.345412446722037). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-191.198147402838856 > -191.214940020221690). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-191.198147402838856 > -191.389762459958490). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-182.799820220110547 > -184.059512654046159). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-186.514547580783045 > -186.530160687320063). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-186.647019036530850 > -187.968152747776315). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-186.548280894592040 > -187.368067984991455). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-183.503376325826395 > -186.770258751459721). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-184.806080075209593 > -186.511932582988749). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-205.193087342813669 > -207.398388296253700). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-205.193087342813669 > -207.398388296253700). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-205.193087342813669 > -207.398388296253700). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-107.334713284334811 > -107.740178392442715). You may want to try with a higher value of support_fraction (current value: 0.625).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-110.333640571377259 > -110.487791251212172). You may want to try with a higher value of support_fraction (current value: 0.625).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-110.021546036903743 > -110.714693217457665). You may want to try with a higher value of support_fraction (current value: 0.625).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-107.593044211081022 > -108.286191391640926). You may want to try with a higher value of support_fraction (current value: 0.625).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-107.334713284334811 > -107.740178392442715). You may want to try with a higher value of support_fraction (current value: 0.625).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-110.333640571377259 > -110.487791251212172). You may want to try with a higher value of support_fraction (current value: 0.625).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-110.021546036903743 > -110.714693217457665). You may want to try with a higher value of support_fraction (current value: 0.625).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-107.593044211081022 > -108.286191391640926). You may want to try with a higher value of support_fraction (current value: 0.625).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-156.631844067888210 > -157.373781412617177). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-156.631844067888210 > -157.373781412617177). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-245.690477572288899 > -246.425315880797484). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-327.516554487768872 > -330.163680163148456). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-358.364690039070808 > -361.515369297034454). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-333.007354644501561 > -361.351855602441901). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-224.084627621309068 > -224.111880670467087). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-326.876458912757982 > -331.773532138453959). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-303.869556216103945 > -304.826847438822142). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-326.876458912757982 > -332.127261594242441). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-305.079700601478862 > -308.655859315357986). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-278.161988608392051 > -279.053692765586788). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-245.690477572288899 > -246.425315880797484). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-327.516554487768872 > -330.163680163148456). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-358.364690039070808 > -361.515369297034454). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-333.007354644501561 > -361.351855602441901). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-224.084627621309068 > -224.111880670467087). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-326.876458912757982 > -331.773532138453959). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-303.869556216103945 > -304.826847438822142). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-326.876458912757982 > -332.127261594242441). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-305.079700601478862 > -308.655859315357986). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-278.161988608392051 > -279.053692765586788). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-361.490142651661870 > -392.227411914168385). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-335.222666546158564 > -336.114129748925393). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-363.567791910485198 > -389.116920805930874). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-360.492035031521539 > -361.803050861998031). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-257.661496269230440 > -259.277039267115072). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-332.551911485352605 > -421.089237879002440). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-389.765086430585882 > -421.430114855005968). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-338.914234807055720 > -339.300894462424594). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-403.667136874467701 > -404.493644860815721). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-428.704724800747329 > -430.544615233693264). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-457.731324935245482 > -460.459298519690378). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-344.994154485418562 > -346.248187711149342). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-399.070850661218856 > -459.129111627783175). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-346.651505171219810 > -347.034568420249798). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-401.680435125719555 > -402.610408644287077). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-430.269351381570630 > -431.124106711117690). You may want to try with a higher value of support_fraction (current value: 0.694).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-310.471071921828923 > -311.394953709796255). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-342.190020132321365 > -343.863824377014225). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-310.471071921828923 > -311.394953709796255). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-342.190020132321365 > -343.863824377014225). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-310.471071921828923 > -311.394953709796255). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-342.190020132321365 > -343.863824377014225). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-354.741317157438061 > -355.773535045883648). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-360.123449456413823 > -360.356194742281446). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-355.692924544747825 > -355.748421266378045). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-358.745255755361541 > -360.410298374512706). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-354.741317157438061 > -355.773535045883648). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-360.123449456413823 > -360.356194742281446). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-355.692924544747825 > -355.748421266378045). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-358.745255755361541 > -360.410298374512706). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-339.620280806871961 > -340.509922604393068). You may want to try with a higher value of support_fraction (current value: 0.660).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-341.705940137415041 > -342.220971276183036). You may want to try with a higher value of support_fraction (current value: 0.660).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-139.137981897643840 > -139.214180139016293). You may want to try with a higher value of support_fraction (current value: 0.557).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-139.137981897643840 > -139.353366589124164). You may want to try with a higher value of support_fraction (current value: 0.557).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-47.716091282182823 > -139.069472374166196). You may want to try with a higher value of support_fraction (current value: 0.557).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.495983735470944 > -73.238920983151814). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.495983735470944 > -73.238920983151814). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.495983735470944 > -73.238920983151814). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.495983735470944 > -73.238920983151814). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.495983735470944 > -73.238920983151814). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.495983735470944 > -73.238920983151814). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-143.860708711537427 > -143.942536272612642). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-143.860708711537427 > -143.942536272612642). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-143.860708711537427 > -143.942536272612642). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-143.860708711537427 > -143.942536272612642). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-227.787718293404254 > -228.291195136049112). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-227.787718293404254 > -228.291195136049112). You may want to try with a higher value of support_fraction (current value: 0.662).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-254.758059724712382 > -255.459267298144340). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-199.310744768569521 > -200.643324692608502). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-254.758059724712382 > -255.459267298144340). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-199.310744768569521 > -200.643324692608502). You may want to try with a higher value of support_fraction (current value: 0.672).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-227.349157195352348 > -232.822606996051888). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-202.594068251398568 > -203.449186166924306). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-202.981444802083644 > -203.777807528175771). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-202.379853261690840 > -202.496665693524562). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-229.676473730869503 > -231.447016979199759). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-225.905842885200343 > -226.062155979445919). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.174027377764105 > -203.407215745548683). You may want to try with a higher value of support_fraction (current value: 0.661).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-254.518686074434243 > -256.316115752877351). You may want to try with a higher value of support_fraction (current value: 0.661).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-197.152139753617035 > -197.357746144629061). You may want to try with a higher value of support_fraction (current value: 0.661).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-250.196766099085409 > -250.631166421591757). You may want to try with a higher value of support_fraction (current value: 0.661).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-249.621512289918769 > -250.930068428988562). You may want to try with a higher value of support_fraction (current value: 0.661).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.174027377764105 > -203.407215745548683). You may want to try with a higher value of support_fraction (current value: 0.661).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-254.518686074434243 > -256.316115752877351). You may want to try with a higher value of support_fraction (current value: 0.661).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-197.152139753617035 > -197.357746144629061). You may want to try with a higher value of support_fraction (current value: 0.661).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-250.196766099085409 > -250.631166421591757). You may want to try with a higher value of support_fraction (current value: 0.661).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-249.621512289918769 > -250.930068428988562). You may want to try with a higher value of support_fraction (current value: 0.661).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-246.491268355915849 > -247.242585091641985). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-191.323338358027627 > -192.402734629624462). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-273.543055844551191 > -275.174782512881166). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-200.233424787236657 > -200.335734068692091). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-223.644111979950907 > -224.495718325239210). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-246.491268355915849 > -247.242585091641985). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-191.323338358027627 > -192.402734629624462). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-273.543055844551191 > -275.174782512881166). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-200.233424787236657 > -200.335734068692091). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-223.644111979950907 > -224.495718325239210). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-203.942411236046553 > -204.122104164787402). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-203.942411236046553 > -204.122104164787402). You may want to try with a higher value of support_fraction (current value: 0.656).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-318.732614191549999 > -320.362702096916053). You may want to try with a higher value of support_fraction (current value: 0.639).
2026-06-03 04:45:34,672 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (3) for probe 84207. MinCovDet requires more samples than features.
2026-06-03 04:45:34,673 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (3) for probe 84208. MinCovDet requires more samples than features.
2026-06-03 04:45:34,673 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (3) for probe 84209. MinCovDet requires more samples than features.
2026-06-03 04:45:34,735 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (2) for probe 84214. MinCovDet requires more samples than features.
2026-06-03 04:45:34,736 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (2) for probe 84215. MinCovDet requires more samples than features.
2026-06-03 04:45:34,737 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (2) for probe 84216. MinCovDet requires more samples than features.
2026-06-03 04:45:34,737 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (2) for probe 84217. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-75.603772971261179 > -96.670881724973384). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-75.850994989784724 > -96.894093617978214). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-75.717762588136551 > -96.832404856642711). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-75.603772971261179 > -96.670881724973384). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-75.603772971261179 > -96.670881724973384). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-75.850994989784724 > -96.894093617978214). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-75.603772971261179 > -96.670881724973384). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-75.850994989784724 > -96.894093617978214). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-75.717762588136551 > -96.832404856642711). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-75.603772971261179 > -96.670881724973384). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-75.603772971261179 > -96.670881724973384). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-75.850994989784724 > -96.894093617978214). You may want to try with a higher value of support_fraction (current value: 0.578).
2026-06-03 04:45:46,179 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (17) for probe 40597. MinCovDet requires more samples than features.
2026-06-03 04:45:46,180 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (18) for probe 40598. MinCovDet requires more samples than features.
2026-06-03 04:45:46,180 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (18) for probe 40599. MinCovDet requires more samples than features.
2026-06-03 04:45:46,181 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (20) for probe 40600. MinCovDet requires more samples than features.
2026-06-03 04:45:46,181 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (20) for probe 40601. MinCovDet requires more samples than features.
2026-06-03 04:45:46,182 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (22) for probe 40602. MinCovDet requires more samples than features.
2026-06-03 04:45:46,183 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (22) for probe 40603. MinCovDet requires more samples than features.
2026-06-03 04:45:46,183 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (23) for probe 40604. MinCovDet requires more samples than features.
2026-06-03 04:45:46,184 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (25) for probe 40605. MinCovDet requires more samples than features.
2026-06-03 04:45:46,185 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (25) for probe 40606. MinCovDet requires more samples than features.
2026-06-03 04:45:46,186 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (16) compared to nearby probes (27) for probe 40607. MinCovDet requires more samples than features.
2026-06-03 04:45:46,186 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (19) compared to nearby probes (28) for probe 40608. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-678.462207892249353 > -680.348480265866442). You may want to try with a higher value of support_fraction (current value: 0.917).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-678.315663046920463 > -680.882118877308017). You may want to try with a higher value of support_fraction (current value: 0.917).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-679.758380782378026 > -682.260747718123071). You may want to try with a higher value of support_fraction (current value: 0.917).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-676.830212997575586 > -684.594636958422370). You may want to try with a higher value of support_fraction (current value: 0.917).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-725.738693854747794 > -727.158453241483244). You may want to try with a higher value of support_fraction (current value: 0.822).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-724.829901112534912 > -727.677425087419465). You may want to try with a higher value of support_fraction (current value: 0.822).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-756.353155551179839 > -757.433698679372469). You may want to try with a higher value of support_fraction (current value: 0.822).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-755.977292554037831 > -756.835037242861290). You may want to try with a higher value of support_fraction (current value: 0.822).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-755.251406828086260 > -755.595328564473789). You may want to try with a higher value of support_fraction (current value: 0.822).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-726.223245476115153 > -726.332016657348277). You may want to try with a higher value of support_fraction (current value: 0.822).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-725.738693854747794 > -727.158453241483244). You may want to try with a higher value of support_fraction (current value: 0.822).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-724.829901112534912 > -727.677425087419465). You may want to try with a higher value of support_fraction (current value: 0.822).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-756.353155551179839 > -757.433698679372469). You may want to try with a higher value of support_fraction (current value: 0.822).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-755.977292554037831 > -756.835037242861290). You may want to try with a higher value of support_fraction (current value: 0.822).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-755.251406828086260 > -755.595328564473789). You may want to try with a higher value of support_fraction (current value: 0.822).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-726.223245476115153 > -726.332016657348277). You may want to try with a higher value of support_fraction (current value: 0.822).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-690.381753659089327 > -693.195568760742844). You may want to try with a higher value of support_fraction (current value: 0.822).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-803.234697497308730 > -832.598978651358607). You may want to try with a higher value of support_fraction (current value: 0.733).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-803.234697497308730 > -832.598978651358607). You may want to try with a higher value of support_fraction (current value: 0.733).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-678.156078252876455 > -679.462223243025733). You may want to try with a higher value of support_fraction (current value: 0.700).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-555.194230561553468 > -555.917757920402209). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-170.372733572898028 > -171.831218289674410). You may want to try with a higher value of support_fraction (current value: 0.638).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-148.529252476297074 > -148.578375162770669). You may want to try with a higher value of support_fraction (current value: 0.638).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-170.372733572898028 > -171.831218289674410). You may want to try with a higher value of support_fraction (current value: 0.638).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-148.529252476297074 > -148.578375162770669). You may want to try with a higher value of support_fraction (current value: 0.638).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-170.372733572898028 > -171.831218289674410). You may want to try with a higher value of support_fraction (current value: 0.638).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-148.529252476297074 > -148.578375162770669). You may want to try with a higher value of support_fraction (current value: 0.638).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-175.687165154825522 > -176.486244695988489). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-177.156548654038460 > -177.202183742455986). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-178.077541132461505 > -178.101787400544652). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-229.938516573602953 > -230.974323513039678). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-204.326115165198246 > -204.988725495808978). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-258.676573797285187 > -259.685518495157112). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-261.211375583708559 > -262.590810615970440). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-262.251686627476715 > -262.310817256616019). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-231.120590445603625 > -233.437965024254311). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-229.938516573602953 > -230.974323513039678). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-204.326115165198246 > -204.988725495808978). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-258.676573797285187 > -259.685518495157112). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-261.211375583708559 > -262.590810615970440). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-262.251686627476715 > -262.310817256616019). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-231.120590445603625 > -233.437965024254311). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-300.347348455231725 > -303.103739396907656). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-300.670792294773889 > -301.066758870723618). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-304.407379312892317 > -304.533462427698055). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-299.975899730160222 > -301.565613697059348). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-275.209515540679718 > -276.300943467210004). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-300.347348455231725 > -303.103739396907656). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-300.670792294773889 > -301.066758870723618). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-304.407379312892317 > -304.533462427698055). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-299.975899730160222 > -301.565613697059348). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-275.209515540679718 > -276.300943467210004). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-375.216589050718540 > -375.928081651479772). You may want to try with a higher value of support_fraction (current value: 0.660).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-375.216589050718540 > -375.328408360816525). You may want to try with a higher value of support_fraction (current value: 0.660).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-375.018188247251658 > -378.014624355874957). You may want to try with a higher value of support_fraction (current value: 0.660).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-338.799646334477700 > -340.129582683545550). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-338.799646334477700 > -340.129582683545550). You may want to try with a higher value of support_fraction (current value: 0.651).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-262.918827353141467 > -265.542574254379360). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-290.962849229408732 > -292.897376520299531). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-289.553939556186378 > -290.037309762038433). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-289.553939556186378 > -290.565235036856507). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-262.918827353141467 > -265.542574254379360). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-290.962849229408732 > -292.897376520299531). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-289.553939556186378 > -290.037309762038433). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-289.553939556186378 > -290.565235036856507). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-211.981759661013228 > -213.280668055839044). You may want to try with a higher value of support_fraction (current value: 0.619).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-212.879999053280102 > -213.513668727708961). You may want to try with a higher value of support_fraction (current value: 0.619).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-211.059556039906624 > -213.074072084566126). You may want to try with a higher value of support_fraction (current value: 0.625).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-210.325253124735013 > -211.830051105961616). You may want to try with a higher value of support_fraction (current value: 0.625).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-210.094673079898797 > -210.734625626308343). You may want to try with a higher value of support_fraction (current value: 0.625).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-211.059556039906624 > -213.074072084566126). You may want to try with a higher value of support_fraction (current value: 0.625).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-210.325253124735013 > -211.830051105961616). You may want to try with a higher value of support_fraction (current value: 0.625).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-210.094673079898797 > -210.734625626308343). You may want to try with a higher value of support_fraction (current value: 0.625).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-192.056067167307191 > -194.925172479570506). You may want to try with a higher value of support_fraction (current value: 0.625).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-192.056067167307191 > -194.925172479570506). You may want to try with a higher value of support_fraction (current value: 0.625).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-192.056067167307191 > -194.925172479570506). You may want to try with a higher value of support_fraction (current value: 0.625).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-221.429090382189429 > -222.004813537254819). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-23.189511034439537 > -53.729137383434654). You may want to try with a higher value of support_fraction (current value: 0.561).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-23.446044260252172 > -53.978232677616177). You may want to try with a higher value of support_fraction (current value: 0.561).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-23.189511034439537 > -53.729137383434654). You may want to try with a higher value of support_fraction (current value: 0.561).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-23.446044260252172 > -53.978232677616177). You may want to try with a higher value of support_fraction (current value: 0.561).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-23.189511034439537 > -53.729137383434654). You may want to try with a higher value of support_fraction (current value: 0.561).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-23.446044260252172 > -53.978232677616177). You may want to try with a higher value of support_fraction (current value: 0.561).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-250.388695429981283 > -251.127883967924561). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-291.296742422888997 > -291.675969977702323). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-249.328336287632851 > -249.408044064700221). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-247.288410861178932 > -247.365581315381775). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-250.983923000691419 > -252.052840471197271). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-246.346206879899341 > -246.374910462906996). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-251.034173105941647 > -251.226645093853904). You may want to try with a higher value of support_fraction (current value: 0.703).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-267.720787600740209 > -268.456281472076796). You may want to try with a higher value of support_fraction (current value: 0.719).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-270.648737185287814 > -270.853753518859719). You may want to try with a higher value of support_fraction (current value: 0.719).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-268.600989094825422 > -269.171667580456244). You may want to try with a higher value of support_fraction (current value: 0.719).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-267.720787600740209 > -268.456281472076796). You may want to try with a higher value of support_fraction (current value: 0.719).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-270.648737185287814 > -270.853753518859719). You may want to try with a higher value of support_fraction (current value: 0.719).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-268.600989094825422 > -269.171667580456244). You may want to try with a higher value of support_fraction (current value: 0.719).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-306.251295165420572 > -307.276302705407602). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-321.494865100165612 > -321.517726880377211). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-306.251295165420572 > -307.276302705407602). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-321.494865100165612 > -321.517726880377211). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-306.251295165420572 > -307.276302705407602). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-321.494865100165612 > -321.517726880377211). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-295.198303824913410 > -297.151640897612822). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-295.198303824913410 > -297.151640897612822). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-297.042491773881522 > -298.920522283856144). You may want to try with a higher value of support_fraction (current value: 0.683).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-263.746616213237473 > -264.522517861828533). You may want to try with a higher value of support_fraction (current value: 0.683).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-275.953669638819576 > -277.544154205246741). You may want to try with a higher value of support_fraction (current value: 0.683).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-295.795404770436051 > -298.418020823807069). You may want to try with a higher value of support_fraction (current value: 0.683).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-297.042491773881522 > -298.920522283856144). You may want to try with a higher value of support_fraction (current value: 0.683).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-263.746616213237473 > -264.522517861828533). You may want to try with a higher value of support_fraction (current value: 0.683).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-275.953669638819576 > -277.544154205246741). You may want to try with a higher value of support_fraction (current value: 0.683).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-295.795404770436051 > -298.418020823807069). You may want to try with a higher value of support_fraction (current value: 0.683).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-238.828785300755527 > -239.811079603562575). You may want to try with a higher value of support_fraction (current value: 0.684).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-225.271291648568535 > -228.047598054405313). You may want to try with a higher value of support_fraction (current value: 0.684).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-242.946532189555995 > -243.973569904114413). You may want to try with a higher value of support_fraction (current value: 0.684).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-240.200582929733400 > -241.000825585511848). You may want to try with a higher value of support_fraction (current value: 0.684).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-238.828785300755527 > -239.811079603562575). You may want to try with a higher value of support_fraction (current value: 0.684).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-225.271291648568535 > -228.047598054405313). You may want to try with a higher value of support_fraction (current value: 0.684).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-242.946532189555995 > -243.973569904114413). You may want to try with a higher value of support_fraction (current value: 0.684).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-240.200582929733400 > -241.000825585511848). You may want to try with a higher value of support_fraction (current value: 0.684).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-82.076567343112004 > -84.331920800952872). You may want to try with a higher value of support_fraction (current value: 0.547).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-82.076567343112004 > -84.331920800952872). You may want to try with a higher value of support_fraction (current value: 0.547).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-82.076567343112004 > -84.331920800952872). You may want to try with a higher value of support_fraction (current value: 0.547).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-82.076567343112004 > -84.331920800952872). You may want to try with a higher value of support_fraction (current value: 0.547).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-209.450949025827128 > -209.582983303251410). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-205.837791337203441 > -207.176235593055679). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-207.852635398643201 > -209.719841707206655). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-206.979011290474944 > -208.762466380817841). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-208.577286029413784 > -209.041998557490047). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-207.446371258699571 > -209.841546925375354). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-208.157820088523749 > -209.182149880621893). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-209.450949025827128 > -209.582983303251410). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-205.837791337203441 > -207.176235593055679). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-207.852635398643201 > -209.719841707206655). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-206.979011290474944 > -208.762466380817841). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-208.577286029413784 > -209.041998557490047). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-207.446371258699571 > -209.841546925375354). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-208.157820088523749 > -209.182149880621893). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-209.450949025827128 > -209.582983303251410). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-205.837791337203441 > -207.176235593055679). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-207.852635398643201 > -209.719841707206655). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-206.979011290474944 > -208.762466380817841). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-208.577286029413784 > -209.041998557490047). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-207.446371258699571 > -209.841546925375354). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-208.157820088523749 > -209.182149880621893). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-209.450949025827128 > -209.582983303251410). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-205.837791337203441 > -207.176235593055679). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-207.852635398643201 > -209.719841707206655). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-206.979011290474944 > -208.762466380817841). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-208.577286029413784 > -209.041998557490047). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-207.446371258699571 > -209.841546925375354). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-208.157820088523749 > -209.182149880621893). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-209.450949025827128 > -209.582983303251410). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-205.837791337203441 > -207.176235593055679). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-207.852635398643201 > -209.719841707206655). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-206.979011290474944 > -208.762466380817841). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-208.577286029413784 > -209.041998557490047). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-207.446371258699571 > -209.841546925375354). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-208.157820088523749 > -209.182149880621893). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-209.450949025827128 > -209.582983303251410). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-205.837791337203441 > -207.176235593055679). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-207.852635398643201 > -209.719841707206655). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-206.979011290474944 > -208.762466380817841). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-208.577286029413784 > -209.041998557490047). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-207.446371258699571 > -209.841546925375354). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-208.157820088523749 > -209.182149880621893). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-209.450949025827128 > -209.582983303251410). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-205.837791337203441 > -207.176235593055679). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-207.852635398643201 > -209.719841707206655). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-206.979011290474944 > -208.762466380817841). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-208.577286029413784 > -209.041998557490047). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-207.446371258699571 > -209.841546925375354). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-208.157820088523749 > -209.182149880621893). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-209.450949025827128 > -209.582983303251410). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-205.837791337203441 > -207.176235593055679). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-207.852635398643201 > -209.719841707206655). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-206.979011290474944 > -208.762466380817841). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-208.577286029413784 > -209.041998557490047). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-207.446371258699571 > -209.841546925375354). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-208.157820088523749 > -209.182149880621893). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-209.450949025827128 > -209.582983303251410). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-205.837791337203441 > -207.176235593055679). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-207.852635398643201 > -209.719841707206655). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-206.979011290474944 > -208.762466380817841). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-208.577286029413784 > -209.041998557490047). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-207.446371258699571 > -209.841546925375354). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-208.157820088523749 > -209.182149880621893). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-96.374044928589697 > -164.130500871764724). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-96.374044928589697 > -158.447771806306264). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-62.526757096314206 > -62.549746614543295). You may want to try with a higher value of support_fraction (current value: 0.576).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-62.526757096314206 > -62.549746614543295). You may want to try with a higher value of support_fraction (current value: 0.576).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-62.526757096314206 > -62.549746614543295). You may want to try with a higher value of support_fraction (current value: 0.576).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-62.526757096314206 > -62.549746614543295). You may want to try with a higher value of support_fraction (current value: 0.576).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-62.526757096314206 > -62.549746614543295). You may want to try with a higher value of support_fraction (current value: 0.576).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-62.526757096314206 > -62.549746614543295). You may want to try with a higher value of support_fraction (current value: 0.576).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-62.526757096314206 > -62.549746614543295). You may want to try with a higher value of support_fraction (current value: 0.576).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-62.526757096314206 > -62.549746614543295). You may want to try with a higher value of support_fraction (current value: 0.576).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-62.526757096314206 > -62.549746614543295). You may want to try with a higher value of support_fraction (current value: 0.576).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-62.526757096314206 > -62.549746614543295). You may want to try with a higher value of support_fraction (current value: 0.576).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-62.526757096314206 > -62.549746614543295). You may want to try with a higher value of support_fraction (current value: 0.576).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-62.526757096314206 > -62.549746614543295). You may want to try with a higher value of support_fraction (current value: 0.576).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-78.759301884516844 > -80.475274313699586). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-78.759301884516844 > -80.475274313699586). You may want to try with a higher value of support_fraction (current value: 0.562).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-65.967058513169448 > -94.066668415348289). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-65.967058513169448 > -94.066668415348289). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-65.967058513169448 > -94.066668415348289). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-65.967058513169448 > -94.066668415348289). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.776001789956114 > -48.211706679473352). You may want to try with a higher value of support_fraction (current value: 0.533).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.776001789956114 > -48.211706679473352). You may want to try with a higher value of support_fraction (current value: 0.533).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.776001789956114 > -48.211706679473352). You may want to try with a higher value of support_fraction (current value: 0.533).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.776001789956114 > -48.211706679473352). You may want to try with a higher value of support_fraction (current value: 0.533).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.776001789956114 > -48.211706679473352). You may want to try with a higher value of support_fraction (current value: 0.533).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.776001789956114 > -48.211706679473352). You may want to try with a higher value of support_fraction (current value: 0.533).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-59.058253920192826 > -121.507655175933792). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-89.647016184431948 > -93.049962345237986). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-61.830547383841505 > -121.480441901836883). You may want to try with a higher value of support_fraction (current value: 0.578).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-110.979029857102176 > -114.284533614302390). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-110.979029857102176 > -111.396780237921348). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-110.979029857102176 > -111.396780237921348). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-111.089563216437924 > -112.032220530557268). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-111.089563216437924 > -111.740816792688037). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-110.979029857102176 > -111.396780237921348). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-110.979029857102176 > -112.338754276117896). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-110.979029857102176 > -112.338754276117896). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-110.979029857102176 > -114.284533614302390). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-110.979029857102176 > -111.396780237921348). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-110.979029857102176 > -111.396780237921348). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-111.089563216437924 > -112.032220530557268). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-111.089563216437924 > -111.740816792688037). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-110.979029857102176 > -111.396780237921348). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-110.979029857102176 > -112.338754276117896). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-110.979029857102176 > -112.338754276117896). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-110.979029857102176 > -114.284533614302390). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-110.979029857102176 > -111.396780237921348). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-110.979029857102176 > -111.396780237921348). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-111.089563216437924 > -112.032220530557268). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-111.089563216437924 > -111.740816792688037). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-110.979029857102176 > -111.396780237921348). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-110.979029857102176 > -112.338754276117896). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-110.979029857102176 > -112.338754276117896). You may want to try with a higher value of support_fraction (current value: 0.594).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.648142052471648 > -45.127265478538433). You may want to try with a higher value of support_fraction (current value: 0.528).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.648142052471648 > -45.127265478538433). You may want to try with a higher value of support_fraction (current value: 0.528).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.648142052471648 > -45.127265478538433). You may want to try with a higher value of support_fraction (current value: 0.528).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.648142052471648 > -45.127265478538433). You may want to try with a higher value of support_fraction (current value: 0.528).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.648142052471648 > -45.127265478538433). You may want to try with a higher value of support_fraction (current value: 0.528).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.648142052471648 > -45.127265478538433). You may want to try with a higher value of support_fraction (current value: 0.528).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.648142052471648 > -45.127265478538433). You may want to try with a higher value of support_fraction (current value: 0.528).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.648142052471648 > -45.127265478538433). You may want to try with a higher value of support_fraction (current value: 0.528).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.648142052471648 > -45.127265478538433). You may want to try with a higher value of support_fraction (current value: 0.528).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.648142052471648 > -45.127265478538433). You may want to try with a higher value of support_fraction (current value: 0.528).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.648142052471648 > -45.127265478538433). You may want to try with a higher value of support_fraction (current value: 0.528).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.648142052471648 > -45.127265478538433). You may want to try with a higher value of support_fraction (current value: 0.528).
2026-06-03 04:47:05,801 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (7) for probe 230652. MinCovDet requires more samples than features.
2026-06-03 04:47:05,801 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (7) for probe 230653. MinCovDet requires more samples than features.
2026-06-03 04:47:05,802 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (8) for probe 230654. MinCovDet requires more samples than features.
2026-06-03 04:47:05,802 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (9) for probe 230655. MinCovDet requires more samples than features.
2026-06-03 04:47:05,803 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (2) compared to nearby probes (11) for probe 230656. MinCovDet requires more samples than features.
2026-06-03 04:47:05,803 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (2) compared to nearby probes (11) for probe 230657. MinCovDet requires more samples than features.
2026-06-03 04:47:05,803 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (2) compared to nearby probes (11) for probe 230658. MinCovDet requires more samples than features.
2026-06-03 04:47:05,804 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (2) compared to nearby probes (9) for probe 230659. MinCovDet requires more samples than features.
2026-06-03 04:47:05,804 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (2) compared to nearby probes (8) for probe 230660. MinCovDet requires more samples than features.
2026-06-03 04:47:05,805 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (2) compared to nearby probes (7) for probe 230661. MinCovDet requires more samples than features.
2026-06-03 04:47:05,805 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (2) compared to nearby probes (7) for probe 230662. MinCovDet requires more samples than features.
2026-06-03 04:47:05,852 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (2) for probe 230668. MinCovDet requires more samples than features.
2026-06-03 04:47:05,853 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (1) compared to nearby probes (2) for probe 230669. MinCovDet requires more samples than features.
2026-06-03 04:47:44,624 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Effective sample size obtained
2026-06-03 04:47:44,627 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Get ploidy, all chromosomes
/opt/venv/lib/python3.12/site-packages/cnv_pipe/sca/pipeline.py:302: RuntimeWarning: Mean of empty slice
/opt/venv/lib/python3.12/site-packages/cnv_pipe/sca/pipeline.py:303: RuntimeWarning: Mean of empty slice
/opt/venv/lib/python3.12/site-packages/plotnine/ggplot.py:623: PlotnineWarning: Saving 6 x 5 in image.
/opt/venv/lib/python3.12/site-packages/plotnine/ggplot.py:624: PlotnineWarning: Filename: <_io.BufferedWriter name='A23H3W5LT3_1__sex_calls.png'>
/opt/venv/lib/python3.12/site-packages/plotnine/layer.py:374: PlotnineWarning: geom_point : Removed 7 rows containing missing values.
2026-06-03 04:48:25,868 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Ploidy obtained
2026-06-03 04:48:25,869 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Get sample medians adjusting for ploidy and effective sample size
2026-06-03 04:48:27,435 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Sample medians obtained
2026-06-03 04:48:27,435 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Use ploidy information to get the proper masks for chrX and chrY
2026-06-03 04:48:27,435 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - 
2026-06-03 04:48:27,442 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 0, outliers: 128177
2026-06-03 04:48:27,565 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 1, outliers: 41320
2026-06-03 04:48:27,671 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 2, outliers: 1611
2026-06-03 04:48:27,813 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 3, outliers: 347
2026-06-03 04:48:27,913 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 4, outliers: 132
2026-06-03 04:48:28,040 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 5, outliers: 37
2026-06-03 04:48:28,165 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 6, outliers: 15
2026-06-03 04:48:28,266 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 7, outliers: 1
2026-06-03 04:48:28,411 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 8, outliers: 0
2026-06-03 04:48:28,526 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 0, outliers: 7511
2026-06-03 04:48:28,530 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 1, outliers: 708
2026-06-03 04:48:28,533 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 2, outliers: 122
2026-06-03 04:48:28,536 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 3, outliers: 45
2026-06-03 04:48:28,539 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 4, outliers: 31
2026-06-03 04:48:28,542 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 5, outliers: 6
2026-06-03 04:48:28,545 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 6, outliers: 1
2026-06-03 04:48:28,549 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 7, outliers: 1
2026-06-03 04:48:28,552 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 8, outliers: 0
2026-06-03 04:48:28,556 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Masks for chrX and chrY obtained
2026-06-03 04:48:28,556 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Get effective sample size for chrX and chrY
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-196.992391616449311 > -198.609433946707270). You may want to try with a higher value of support_fraction (current value: 0.690).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-200.445955671682754 > -203.236840428471851). You may want to try with a higher value of support_fraction (current value: 0.690).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-171.359345203930189 > -172.923021126898675). You may want to try with a higher value of support_fraction (current value: 0.690).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-195.953226137015008 > -196.411425253015153). You may want to try with a higher value of support_fraction (current value: 0.690).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-154.947568827505563 > -155.084802949852019). You may want to try with a higher value of support_fraction (current value: 0.724).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-160.696113836733332 > -160.909127539531426). You may want to try with a higher value of support_fraction (current value: 0.724).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-154.947568827505563 > -155.084802949852019). You may want to try with a higher value of support_fraction (current value: 0.724).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-160.696113836733332 > -160.909127539531426). You may want to try with a higher value of support_fraction (current value: 0.724).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-154.947568827505563 > -155.084802949852019). You may want to try with a higher value of support_fraction (current value: 0.724).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-160.696113836733332 > -160.909127539531426). You may want to try with a higher value of support_fraction (current value: 0.724).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-211.123033912993833 > -211.350822205779252). You may want to try with a higher value of support_fraction (current value: 0.690).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-234.846938315430151 > -234.895651519875713). You may want to try with a higher value of support_fraction (current value: 0.690).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-210.991249111633294 > -211.581794202767071). You may want to try with a higher value of support_fraction (current value: 0.690).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-174.659183098060595 > -177.744118358046876). You may want to try with a higher value of support_fraction (current value: 0.690).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-211.123033912993833 > -211.350822205779252). You may want to try with a higher value of support_fraction (current value: 0.690).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-234.846938315430151 > -234.895651519875713). You may want to try with a higher value of support_fraction (current value: 0.690).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-210.991249111633294 > -211.581794202767071). You may want to try with a higher value of support_fraction (current value: 0.690).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-174.659183098060595 > -177.744118358046876). You may want to try with a higher value of support_fraction (current value: 0.690).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-211.123033912993833 > -211.350822205779252). You may want to try with a higher value of support_fraction (current value: 0.690).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-234.846938315430151 > -234.895651519875713). You may want to try with a higher value of support_fraction (current value: 0.690).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-210.991249111633294 > -211.581794202767071). You may want to try with a higher value of support_fraction (current value: 0.690).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-174.659183098060595 > -177.744118358046876). You may want to try with a higher value of support_fraction (current value: 0.690).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-170.273985353666376 > -170.445273164283833). You may want to try with a higher value of support_fraction (current value: 0.690).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-139.029332174140592 > -139.113534036261569). You may want to try with a higher value of support_fraction (current value: 0.690).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-166.839266179285573 > -167.075083158737925). You may want to try with a higher value of support_fraction (current value: 0.690).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-170.273985353666376 > -170.445273164283833). You may want to try with a higher value of support_fraction (current value: 0.690).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-139.029332174140592 > -139.113534036261569). You may want to try with a higher value of support_fraction (current value: 0.690).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-166.839266179285573 > -167.075083158737925). You may want to try with a higher value of support_fraction (current value: 0.690).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-112.143613370637013 > -113.242225659348179). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-112.143613370637013 > -113.242225659348179). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-113.108809620300690 > -113.801956800820079). You may want to try with a higher value of support_fraction (current value: 0.657).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-113.108809620300690 > -113.801956800820079). You may want to try with a higher value of support_fraction (current value: 0.657).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-113.108809620300690 > -113.801956800820079). You may want to try with a higher value of support_fraction (current value: 0.657).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-113.108809620300690 > -113.801956800820079). You may want to try with a higher value of support_fraction (current value: 0.657).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-129.260764356162696 > -129.912694976704245). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-129.260764356162696 > -129.912694976704245). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-129.260764356162696 > -129.912694976704245). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-129.260764356162696 > -129.912694976704245). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-259.215960452595368 > -260.194959774932954). You may want to try with a higher value of support_fraction (current value: 0.795).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-129.260764356162696 > -129.912694976704245). You may want to try with a higher value of support_fraction (current value: 0.667).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-258.098026495441388 > -258.499803037385220). You may want to try with a higher value of support_fraction (current value: 0.795).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-240.880201752155273 > -241.736739762902289). You may want to try with a higher value of support_fraction (current value: 0.795).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-247.430595455859134 > -249.252906077814487). You may want to try with a higher value of support_fraction (current value: 0.795).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-240.675192942029469 > -240.705650699802050). You may want to try with a higher value of support_fraction (current value: 0.795).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-288.389596935063594 > -290.946732893882768). You may want to try with a higher value of support_fraction (current value: 0.821).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-268.930185278476984 > -270.489847678885099). You may want to try with a higher value of support_fraction (current value: 0.821).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-258.759614757541840 > -259.197403108912681). You may want to try with a higher value of support_fraction (current value: 0.821).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-248.166184155000934 > -249.961835294559251). You may want to try with a higher value of support_fraction (current value: 0.821).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-234.466001478304946 > -235.507918422544066). You may want to try with a higher value of support_fraction (current value: 0.821).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-246.696160758528151 > -246.995257119833383). You may want to try with a higher value of support_fraction (current value: 0.821).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-285.579220715359838 > -286.932546112040654). You may want to try with a higher value of support_fraction (current value: 0.795).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-232.607359817618800 > -232.655247924313500). You may want to try with a higher value of support_fraction (current value: 0.795).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-294.571979392937180 > -295.422543687914583). You may want to try with a higher value of support_fraction (current value: 0.795).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-319.068778657653468 > -322.391776250675434). You may want to try with a higher value of support_fraction (current value: 0.795).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-306.756551909265511 > -307.390217427779191). You may want to try with a higher value of support_fraction (current value: 0.795).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-285.579220715359838 > -286.932546112040654). You may want to try with a higher value of support_fraction (current value: 0.795).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-232.607359817618800 > -232.655247924313500). You may want to try with a higher value of support_fraction (current value: 0.795).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-294.571979392937180 > -295.422543687914583). You may want to try with a higher value of support_fraction (current value: 0.795).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-319.068778657653468 > -322.391776250675434). You may want to try with a higher value of support_fraction (current value: 0.795).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-306.756551909265511 > -307.390217427779191). You may want to try with a higher value of support_fraction (current value: 0.795).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-304.067480817247940 > -307.873152475141183). You may want to try with a higher value of support_fraction (current value: 0.795).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-294.887480700678339 > -297.396036926238480). You may want to try with a higher value of support_fraction (current value: 0.795).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-305.911913650103088 > -307.122459573318224). You may want to try with a higher value of support_fraction (current value: 0.795).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-272.618268807140225 > -273.697177945485237). You may want to try with a higher value of support_fraction (current value: 0.795).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-279.905802793031626 > -281.343585073964107). You may want to try with a higher value of support_fraction (current value: 0.795).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-295.436315239562305 > -295.478954979001401). You may want to try with a higher value of support_fraction (current value: 0.769).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-324.739392136861738 > -330.956932637496379). You may want to try with a higher value of support_fraction (current value: 0.769).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-290.278268678766949 > -291.588152255148088). You may want to try with a higher value of support_fraction (current value: 0.769).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-309.025562171691149 > -309.803167900230164). You may want to try with a higher value of support_fraction (current value: 0.769).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-302.869611223216907 > -303.740474675829887). You may want to try with a higher value of support_fraction (current value: 0.769).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-327.901331806843189 > -329.961092485013125). You may want to try with a higher value of support_fraction (current value: 0.769).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-295.436315239562305 > -295.478954979001401). You may want to try with a higher value of support_fraction (current value: 0.769).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-324.739392136861738 > -330.956932637496379). You may want to try with a higher value of support_fraction (current value: 0.769).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-290.278268678766949 > -291.588152255148088). You may want to try with a higher value of support_fraction (current value: 0.769).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-309.025562171691149 > -309.803167900230164). You may want to try with a higher value of support_fraction (current value: 0.769).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-302.869611223216907 > -303.740474675829887). You may want to try with a higher value of support_fraction (current value: 0.769).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-327.901331806843189 > -329.961092485013125). You may want to try with a higher value of support_fraction (current value: 0.769).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-304.834347724285578 > -306.269769073277757). You may want to try with a higher value of support_fraction (current value: 0.769).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-299.508334160316565 > -299.972503446816518). You may want to try with a higher value of support_fraction (current value: 0.769).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-287.098150627920006 > -287.591171612955975). You may want to try with a higher value of support_fraction (current value: 0.769).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-322.026699601515247 > -322.166802369020161). You may want to try with a higher value of support_fraction (current value: 0.769).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-320.906965044374203 > -323.034894604945066). You may want to try with a higher value of support_fraction (current value: 0.744).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-320.906965044374203 > -323.034894604945066). You may want to try with a higher value of support_fraction (current value: 0.744).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-247.580238495282231 > -249.092637580575513). You may want to try with a higher value of support_fraction (current value: 0.765).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-257.463949667829809 > -258.371030849130648). You may want to try with a higher value of support_fraction (current value: 0.765).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-266.487388630904320 > -268.281188740929394). You may want to try with a higher value of support_fraction (current value: 0.765).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-247.580238495282231 > -249.092637580575513). You may want to try with a higher value of support_fraction (current value: 0.765).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-257.463949667829809 > -258.371030849130648). You may want to try with a higher value of support_fraction (current value: 0.765).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-266.487388630904320 > -268.281188740929394). You may want to try with a higher value of support_fraction (current value: 0.765).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.181343807460348 > -45.098450411650198). You may want to try with a higher value of support_fraction (current value: 0.548).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.181343807460348 > -45.098450411650198). You may want to try with a higher value of support_fraction (current value: 0.548).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.181343807460348 > -45.098450411650198). You may want to try with a higher value of support_fraction (current value: 0.548).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.181343807460348 > -45.098450411650198). You may want to try with a higher value of support_fraction (current value: 0.548).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.181343807460348 > -45.098450411650198). You may want to try with a higher value of support_fraction (current value: 0.548).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.181343807460348 > -45.098450411650198). You may want to try with a higher value of support_fraction (current value: 0.548).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.181343807460348 > -45.098450411650198). You may want to try with a higher value of support_fraction (current value: 0.548).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.181343807460348 > -45.098450411650198). You may want to try with a higher value of support_fraction (current value: 0.548).
2026-06-03 04:48:40,731 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (37) compared to nearby probes (37) for probe 9843. MinCovDet requires more samples than features.
2026-06-03 04:48:40,732 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (37) compared to nearby probes (38) for probe 9844. MinCovDet requires more samples than features.
2026-06-03 04:48:40,733 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (37) compared to nearby probes (38) for probe 9845. MinCovDet requires more samples than features.
2026-06-03 04:48:40,734 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (37) compared to nearby probes (38) for probe 9846. MinCovDet requires more samples than features.
2026-06-03 04:48:40,734 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (37) compared to nearby probes (38) for probe 9847. MinCovDet requires more samples than features.
2026-06-03 04:48:40,735 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (37) compared to nearby probes (38) for probe 9848. MinCovDet requires more samples than features.
2026-06-03 04:48:40,736 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (37) compared to nearby probes (38) for probe 9849. MinCovDet requires more samples than features.
2026-06-03 04:48:40,737 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (37) compared to nearby probes (38) for probe 9850. MinCovDet requires more samples than features.
2026-06-03 04:48:40,738 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (37) compared to nearby probes (38) for probe 9851. MinCovDet requires more samples than features.
2026-06-03 04:48:40,738 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (37) compared to nearby probes (38) for probe 9852. MinCovDet requires more samples than features.
2026-06-03 04:48:40,739 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (37) compared to nearby probes (38) for probe 9853. MinCovDet requires more samples than features.
2026-06-03 04:48:40,740 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (37) compared to nearby probes (37) for probe 9854. MinCovDet requires more samples than features.
2026-06-03 04:48:40,740 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (37) compared to nearby probes (38) for probe 9855. MinCovDet requires more samples than features.
2026-06-03 04:48:40,741 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (37) compared to nearby probes (37) for probe 9856. MinCovDet requires more samples than features.
2026-06-03 04:48:40,742 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (37) compared to nearby probes (38) for probe 9857. MinCovDet requires more samples than features.
2026-06-03 04:48:40,743 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (37) compared to nearby probes (37) for probe 9858. MinCovDet requires more samples than features.
2026-06-03 04:48:40,743 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (37) compared to nearby probes (38) for probe 9859. MinCovDet requires more samples than features.
2026-06-03 04:48:40,744 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (37) compared to nearby probes (38) for probe 9860. MinCovDet requires more samples than features.
2026-06-03 04:48:40,745 - cnv_pipe.cnv_pipe.batch.ess - WARNING - Not enough samples (37) compared to nearby probes (37) for probe 9861. MinCovDet requires more samples than features.
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-260.752957011749572 > -263.898740164269668). You may want to try with a higher value of support_fraction (current value: 0.718).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-260.752957011749572 > -263.898740164269668). You may want to try with a higher value of support_fraction (current value: 0.718).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-260.752957011749572 > -263.898740164269668). You may want to try with a higher value of support_fraction (current value: 0.718).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-242.679787378402807 > -242.840740012382639). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-242.679787378402807 > -245.043940142249340). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-242.679787378402807 > -242.840740012382639). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-242.679787378402807 > -245.043940142249340). You may want to try with a higher value of support_fraction (current value: 0.692).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-43.275622442002529 > -107.599267238518422). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-42.313249416646741 > -108.037017776314855). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-42.091550525782729 > -108.244099863338363). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-43.275622442002529 > -107.599267238518422). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-42.313249416646741 > -108.037017776314855). You may want to try with a higher value of support_fraction (current value: 0.633).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-42.091550525782729 > -108.244099863338363). You may want to try with a higher value of support_fraction (current value: 0.633).
2026-06-03 04:49:04,165 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Effective sample size for chrX and chrY obtained
2026-06-03 04:49:04,165 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Get the final double norm values, adjusting for ploidies
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:239: RuntimeWarning: divide by zero encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:239: RuntimeWarning: invalid value encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: divide by zero encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: invalid value encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: divide by zero encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: invalid value encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: divide by zero encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: invalid value encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: divide by zero encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: invalid value encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: divide by zero encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: invalid value encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: divide by zero encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: invalid value encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: divide by zero encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: invalid value encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: divide by zero encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: invalid value encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: divide by zero encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: invalid value encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: divide by zero encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: invalid value encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: divide by zero encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: invalid value encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: divide by zero encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: invalid value encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: divide by zero encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: invalid value encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: divide by zero encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: invalid value encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: divide by zero encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: invalid value encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: divide by zero encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: invalid value encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: divide by zero encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: invalid value encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: divide by zero encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: invalid value encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: divide by zero encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: invalid value encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: divide by zero encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: invalid value encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: divide by zero encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: invalid value encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: divide by zero encountered in divide
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:249: RuntimeWarning: invalid value encountered in divide
2026-06-03 04:49:05,270 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Double norm values obtained
2026-06-03 04:49:05,270 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Format and write the data for sample-probe combinations
2026-06-03 04:49:26,718 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Sample-probe data written
2026-06-03 04:49:26,718 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Sample-level metrics. Calculating, formatting, and saving
/opt/venv/lib/python3.12/site-packages/numpy/lib/_nanfunctions_impl.py:1213: RuntimeWarning: Mean of empty slice
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:316: SmallSampleWarning: One or more sample arguments is too small; all returned values will be NaN. See documentation for sample size requirements.
/opt/venv/lib/python3.12/site-packages/numpy/lib/_nanfunctions_impl.py:1997: RuntimeWarning: Degrees of freedom <= 0 for slice.
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:318: SmallSampleWarning: One or more sample arguments is too small; all returned values will be NaN. See documentation for sample size requirements.
/opt/venv/lib/python3.12/site-packages/numpy/lib/_nanfunctions_impl.py:1213: RuntimeWarning: Mean of empty slice
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:316: SmallSampleWarning: One or more sample arguments is too small; all returned values will be NaN. See documentation for sample size requirements.
/opt/venv/lib/python3.12/site-packages/numpy/lib/_nanfunctions_impl.py:1997: RuntimeWarning: Degrees of freedom <= 0 for slice.
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:318: SmallSampleWarning: One or more sample arguments is too small; all returned values will be NaN. See documentation for sample size requirements.
/opt/venv/lib/python3.12/site-packages/numpy/lib/_nanfunctions_impl.py:1213: RuntimeWarning: Mean of empty slice
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:316: SmallSampleWarning: One or more sample arguments is too small; all returned values will be NaN. See documentation for sample size requirements.
/opt/venv/lib/python3.12/site-packages/numpy/lib/_nanfunctions_impl.py:1997: RuntimeWarning: Degrees of freedom <= 0 for slice.
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:318: SmallSampleWarning: One or more sample arguments is too small; all returned values will be NaN. See documentation for sample size requirements.
/opt/venv/lib/python3.12/site-packages/numpy/lib/_nanfunctions_impl.py:1213: RuntimeWarning: Mean of empty slice
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:316: SmallSampleWarning: One or more sample arguments is too small; all returned values will be NaN. See documentation for sample size requirements.
/opt/venv/lib/python3.12/site-packages/numpy/lib/_nanfunctions_impl.py:1997: RuntimeWarning: Degrees of freedom <= 0 for slice.
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:318: SmallSampleWarning: One or more sample arguments is too small; all returned values will be NaN. See documentation for sample size requirements.
/opt/venv/lib/python3.12/site-packages/numpy/lib/_nanfunctions_impl.py:1213: RuntimeWarning: Mean of empty slice
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:316: SmallSampleWarning: One or more sample arguments is too small; all returned values will be NaN. See documentation for sample size requirements.
/opt/venv/lib/python3.12/site-packages/numpy/lib/_nanfunctions_impl.py:1997: RuntimeWarning: Degrees of freedom <= 0 for slice.
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:318: SmallSampleWarning: One or more sample arguments is too small; all returned values will be NaN. See documentation for sample size requirements.
/opt/venv/lib/python3.12/site-packages/numpy/lib/_nanfunctions_impl.py:1213: RuntimeWarning: Mean of empty slice
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:316: SmallSampleWarning: One or more sample arguments is too small; all returned values will be NaN. See documentation for sample size requirements.
/opt/venv/lib/python3.12/site-packages/numpy/lib/_nanfunctions_impl.py:1997: RuntimeWarning: Degrees of freedom <= 0 for slice.
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:318: SmallSampleWarning: One or more sample arguments is too small; all returned values will be NaN. See documentation for sample size requirements.
/opt/venv/lib/python3.12/site-packages/numpy/lib/_nanfunctions_impl.py:1213: RuntimeWarning: Mean of empty slice
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:316: SmallSampleWarning: One or more sample arguments is too small; all returned values will be NaN. See documentation for sample size requirements.
/opt/venv/lib/python3.12/site-packages/numpy/lib/_nanfunctions_impl.py:1997: RuntimeWarning: Degrees of freedom <= 0 for slice.
/opt/venv/lib/python3.12/site-packages/cnv_pipe/batch/preprocess.py:318: SmallSampleWarning: One or more sample arguments is too small; all returned values will be NaN. See documentation for sample size requirements.
2026-06-03 04:49:29,205 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Sample-level metrics written
2026-06-03 04:49:29,206 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Save ploidy estimates
2026-06-03 04:49:29,213 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Batch pre-processing complete