mkdir -p failed for path /.config/matplotlib: [Errno 13] Permission denied: '/.config'
Matplotlib created a temporary cache directory at /tmp/matplotlib-8yq_8xjc 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 05:14:05,638 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Load count data for processing
2026-06-03 05:15:21,804 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Data loaded
2026-06-03 05:15:21,841 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Find low probe mask, low sample mask, and 2D outlier mask. Autosomes only.
2026-06-03 05:15:22,128 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 0, outliers: 3723072
2026-06-03 05:15:48,555 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 1, outliers: 5229554
2026-06-03 05:16:11,396 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 2, outliers: 1252877
2026-06-03 05:16:32,896 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 3, outliers: 664821
2026-06-03 05:16:51,805 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 4, outliers: 417232
2026-06-03 05:17:10,479 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 5, outliers: 280139
2026-06-03 05:17:29,812 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 6, outliers: 198603
2026-06-03 05:17:48,890 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 7, outliers: 145766
2026-06-03 05:18:08,330 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 8, outliers: 111575
2026-06-03 05:18:27,475 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 9, outliers: 89981
2026-06-03 05:18:46,202 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 10, outliers: 77455
2026-06-03 05:19:05,469 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 11, outliers: 70202
2026-06-03 05:19:25,729 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 12, outliers: 68926
2026-06-03 05:19:46,612 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 13, outliers: 72626
2026-06-03 05:20:06,888 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 14, outliers: 82480
2026-06-03 05:20:26,591 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 15, outliers: 96254
2026-06-03 05:20:45,224 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 16, outliers: 109135
2026-06-03 05:21:03,852 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 17, outliers: 109952
2026-06-03 05:21:22,406 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 18, outliers: 76662
2026-06-03 05:21:41,032 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 19, outliers: 31337
2026-06-03 05:22:02,529 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 20, outliers: 18207
2026-06-03 05:22:24,202 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 21, outliers: 20103
2026-06-03 05:22:43,123 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 22, outliers: 24073
2026-06-03 05:23:02,084 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 23, outliers: 29178
2026-06-03 05:23:20,974 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 24, outliers: 36540
2026-06-03 05:23:39,962 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Masks obtained
2026-06-03 05:23:39,962 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Correct counts based on melting temperature
2026-06-03 05:23:55,090 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Corrected counts obtained
2026-06-03 05:23:55,090 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Refind masks with melting-temperature corrected counts. Autosomes only.
2026-06-03 05:23:55,349 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 0, outliers: 3723072
2026-06-03 05:24:19,008 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 1, outliers: 4902134
2026-06-03 05:24:39,585 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 2, outliers: 1255276
2026-06-03 05:25:00,219 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 3, outliers: 698125
2026-06-03 05:25:20,851 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 4, outliers: 451432
2026-06-03 05:25:41,869 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 5, outliers: 311263
2026-06-03 05:26:02,895 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 6, outliers: 224922
2026-06-03 05:26:23,991 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 7, outliers: 167673
2026-06-03 05:26:44,656 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 8, outliers: 130732
2026-06-03 05:27:05,490 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 9, outliers: 108072
2026-06-03 05:27:26,505 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 10, outliers: 94560
2026-06-03 05:27:47,604 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 11, outliers: 89416
2026-06-03 05:28:09,439 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 12, outliers: 90319
2026-06-03 05:28:32,569 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 13, outliers: 97946
2026-06-03 05:28:54,555 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 14, outliers: 109587
2026-06-03 05:29:18,003 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 15, outliers: 118154
2026-06-03 05:29:43,785 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 16, outliers: 111797
2026-06-03 05:30:10,402 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 17, outliers: 70470
2026-06-03 05:30:36,917 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 18, outliers: 29272
2026-06-03 05:31:10,052 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 19, outliers: 20928
2026-06-03 05:31:42,745 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 20, outliers: 22758
2026-06-03 05:32:13,572 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 21, outliers: 25933
2026-06-03 05:32:48,521 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 22, outliers: 31211
2026-06-03 05:33:24,597 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 23, outliers: 38159
2026-06-03 05:34:02,352 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 24, outliers: 45509
2026-06-03 05:34:41,315 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Masks obtained, from melting-temperature corrected counts
2026-06-03 05:34:41,318 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Redo melting-temperature correction with new masks
2026-06-03 05:39:37,951 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Corrected counts obtained, using second round of masks
2026-06-03 05:39:37,951 - 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) (-57.408400665912062 > -145.502907979332036). You may want to try with a higher value of support_fraction (current value: 0.534).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-32.869942489377813 > -92.945228770222769). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-32.869942489377813 > -92.945228770222769). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-32.869942489377813 > -92.945228770222769). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-32.869942489377813 > -92.945228770222769). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-32.869942489377813 > -92.945228770222769). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-32.869942489377813 > -92.945228770222769). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-32.869942489377813 > -92.945228770222769). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-32.869942489377813 > -92.945228770222769). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-32.869942489377813 > -92.945228770222769). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-32.869942489377813 > -92.945228770222769). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-45.086082920113085 > -133.370607559986638). 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) (-45.086082920113085 > -133.370607559986638). 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) (-45.086082920113085 > -133.370607559986638). 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) (-45.086082920113085 > -133.370607559986638). 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) (-7.195323117505305 > -42.389568377584581). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-7.195323117505305 > -42.389568377584581). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-73.681255496758212 > -126.960678635049675). You may want to try with a higher value of support_fraction (current value: 0.529).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-73.511774668780077 > -109.320068958664933). 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) (-73.598250356310487 > -109.252949910673664). 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) (-73.598250356310487 > -109.252949910673664). 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) (-73.598250356310487 > -109.252949910673664). 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) (-73.307513925431522 > -109.287833606402046). 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) (-73.511774668780077 > -109.320068958664933). 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) (-81.739608013565700 > -113.828575132320168). You may want to try with a higher value of support_fraction (current value: 0.537).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-81.739608013565700 > -113.828575132320168). You may want to try with a higher value of support_fraction (current value: 0.537).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-81.739608013565700 > -113.828575132320168). You may want to try with a higher value of support_fraction (current value: 0.537).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-81.739608013565700 > -113.828575132320168). You may want to try with a higher value of support_fraction (current value: 0.537).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-81.739608013565700 > -113.828575132320168). You may want to try with a higher value of support_fraction (current value: 0.537).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-81.739608013565700 > -113.828575132320168). You may want to try with a higher value of support_fraction (current value: 0.537).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-82.096171745003474 > -114.251426173314229). You may want to try with a higher value of support_fraction (current value: 0.537).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-89.101968332006066 > -152.376417488805572). You may want to try with a higher value of support_fraction (current value: 0.536).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-91.678738027842229 > -150.961009056835962). You may want to try with a higher value of support_fraction (current value: 0.536).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-159.323015759163809 > -160.085559901503416). You may want to try with a higher value of support_fraction (current value: 0.536).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-70.282561245712841 > -106.436312116443943). 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) (-71.109478600615063 > -107.593207098664067). You may want to try with a higher value of support_fraction (current value: 0.541).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-71.265247513899226 > -109.153622462150892). You may want to try with a higher value of support_fraction (current value: 0.541).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-74.029915923498962 > -104.613417874255674). 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) (-73.656607480940210 > -103.956118218945079). 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) (-77.005725751904052 > -104.728539254197585). 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) (-74.082522415653102 > -108.870640717986390). 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) (-74.117048024886302 > -105.476689197533005). 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) (-74.046282949608084 > -104.273405800541099). 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) (-74.040212118842121 > -105.357699136978411). 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) (-75.640831841111307 > -110.437121991928620). 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) (-75.640831841111307 > -110.437121991928663). 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) (-75.640831841111307 > -110.437121991928663). 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) (-83.626134915345318 > -157.326976572333791). You may want to try with a higher value of support_fraction (current value: 0.543).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-83.716269478923337 > -157.869045669206542). You may want to try with a higher value of support_fraction (current value: 0.543).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-83.689851920605363 > -158.613467801537894). You may want to try with a higher value of support_fraction (current value: 0.543).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-83.716269478923337 > -157.869045669206542). You may want to try with a higher value of support_fraction (current value: 0.543).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-83.689851920605363 > -158.613467801537894). You may want to try with a higher value of support_fraction (current value: 0.543).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-83.626134915345318 > -157.326976572333791). You may want to try with a higher value of support_fraction (current value: 0.543).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-85.272240146113845 > -116.394396678474621). You may want to try with a higher value of support_fraction (current value: 0.544).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-85.465429886550169 > -116.138324201435225). You may want to try with a higher value of support_fraction (current value: 0.544).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-85.404562898864782 > -115.059920563385361). You may want to try with a higher value of support_fraction (current value: 0.544).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-85.431900042104147 > -115.502917041934822). You may want to try with a higher value of support_fraction (current value: 0.544).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-76.513890566200118 > -145.946663795557953). You may want to try with a higher value of support_fraction (current value: 0.539).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-71.333852834990466 > -143.831183012959997). You may want to try with a higher value of support_fraction (current value: 0.536).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-71.336163002884874 > -142.060951317114956). You may want to try with a higher value of support_fraction (current value: 0.536).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-71.450915474589749 > -141.661049404389246). You may want to try with a higher value of support_fraction (current value: 0.536).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-71.464271038367301 > -142.079090034749555). You may want to try with a higher value of support_fraction (current value: 0.536).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-65.777648825713044 > -134.940594201842543). You may want to try with a higher value of support_fraction (current value: 0.534).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-65.756168428287026 > -135.076253949848535). You may want to try with a higher value of support_fraction (current value: 0.534).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-64.924766321905580 > -131.340888751191613). 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) (-64.924766321905594 > -131.919369253719452). 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) (-64.924766321905594 > -138.672880203429855). 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) (-64.234233065562037 > -128.928566992343349). You may want to try with a higher value of support_fraction (current value: 0.537).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-81.381879656227795 > -146.821285815312251). You may want to try with a higher value of support_fraction (current value: 0.537).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-81.701009892136653 > -144.914057977006735). You may want to try with a higher value of support_fraction (current value: 0.537).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-115.412112000845568 > -116.381881656709041). 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) (-62.668205148797725 > -62.720848879971527). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-62.668205148797725 > -62.720848879971527). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-62.668205148797725 > -62.720848879971527). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-5.180127885010766 > -42.501974875853790). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-5.149953487101567 > -42.355258761621954). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-5.180127885010766 > -42.501974875853790). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-5.180127885010766 > -42.501974875853790). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-5.180127885010766 > -42.501974875853790). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-5.180127885010766 > -42.501974875853790). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-5.149953487101567 > -42.355258761621954). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-5.180127885010766 > -42.501974875853790). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-5.180127885010766 > -42.501974875853790). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-5.180127885010766 > -42.501974875853790). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-28.009037589028800 > -55.799405650284356). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-28.009037589028800 > -55.799405650284356). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-28.009037589028800 > -55.799405650284356). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-28.009037589028800 > -55.799405650284356). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-28.009037589028800 > -55.799405650284356). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-28.009037589028800 > -55.799405650284356). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-44.413700973103630 > -106.215869532048089). 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) (-90.963905840146708 > -91.004340706354697). You may want to try with a higher value of support_fraction (current value: 0.530).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-90.963905840146708 > -91.004340706354697). You may want to try with a higher value of support_fraction (current value: 0.530).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-90.963905840146708 > -91.004340706354697). You may want to try with a higher value of support_fraction (current value: 0.530).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-51.052648901957305 > -114.352061194105630). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-60.420131805257370 > -89.058980424151656). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-60.420131805257370 > -89.058980424151656). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-51.052648901957305 > -114.352061194105630). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-44.051267907205386 > -73.909572635799577). You may want to try with a higher value of support_fraction (current value: 0.523).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-44.051267907205386 > -73.909572635799577). You may want to try with a higher value of support_fraction (current value: 0.523).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-44.051267907205386 > -73.909572635799577). You may want to try with a higher value of support_fraction (current value: 0.523).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-44.051267907205386 > -73.909572635799577). You may want to try with a higher value of support_fraction (current value: 0.523).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-44.051267907205386 > -73.909572635799577). You may want to try with a higher value of support_fraction (current value: 0.523).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-44.051267907205386 > -73.909572635799577). You may want to try with a higher value of support_fraction (current value: 0.523).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-44.051267907205386 > -73.909572635799577). You may want to try with a higher value of support_fraction (current value: 0.523).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-44.051267907205386 > -73.909572635799577). You may want to try with a higher value of support_fraction (current value: 0.523).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-44.051267907205386 > -73.909572635799577). You may want to try with a higher value of support_fraction (current value: 0.523).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-44.051267907205386 > -73.909572635799577). You may want to try with a higher value of support_fraction (current value: 0.523).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-40.720390388029301 > -72.507476008670778). 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) (-54.453001372945529 > -120.210629575162159). 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) (-54.453001372945529 > -120.210629575162159). 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) (-54.453001372945529 > -120.210629575162159). 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) (-57.718950672014806 > -114.958149360584883). 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) (-57.718950672014806 > -114.958149360584883). 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) (-57.718950672014806 > -114.958149360584883). 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) (-57.718950672014806 > -114.958149360584883). 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) (-57.718950672014806 > -114.958149360584883). 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) (-9.720226440198989 > -45.202353854039714). You may want to try with a higher value of support_fraction (current value: 0.518).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.720226440198989 > -45.202353854039714). You may want to try with a higher value of support_fraction (current value: 0.518).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.720226440198989 > -45.202353854039714). You may want to try with a higher value of support_fraction (current value: 0.518).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.720226440198989 > -45.202353854039714). You may want to try with a higher value of support_fraction (current value: 0.518).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.720226440198989 > -45.202353854039714). You may want to try with a higher value of support_fraction (current value: 0.518).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.720226440198989 > -45.202353854039714). You may want to try with a higher value of support_fraction (current value: 0.518).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.720226440198989 > -45.202353854039714). You may want to try with a higher value of support_fraction (current value: 0.518).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.720226440198989 > -45.202353854039714). You may want to try with a higher value of support_fraction (current value: 0.518).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.720226440198989 > -45.202353854039714). You may want to try with a higher value of support_fraction (current value: 0.518).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.720226440198989 > -45.202353854039714). You may want to try with a higher value of support_fraction (current value: 0.518).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-7.540749188425739 > -39.979638095642620). You may want to try with a higher value of support_fraction (current value: 0.522).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-7.681331358565195 > -43.931019749618237). You may want to try with a higher value of support_fraction (current value: 0.522).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-7.681331358565195 > -43.931019749618237). You may want to try with a higher value of support_fraction (current value: 0.522).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.802910948271414 > -42.639137533902613). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.802910948271414 > -42.639137533902613). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.802910948271414 > -42.639137533902613). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.802910948271414 > -42.639137533902613). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.802910948271414 > -42.639137533902613). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.802910948271414 > -42.639137533902613). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.802910948271414 > -42.639137533902613). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.802910948271414 > -42.639137533902613). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.802910948271414 > -42.639137533902613). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.802910948271414 > -42.639137533902613). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.802910948271414 > -42.639137533902613). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.802910948271414 > -42.639137533902613). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.802910948271414 > -42.639137533902613). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.802910948271414 > -42.639137533902613). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.802910948271414 > -42.639137533902613). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.802910948271414 > -42.639137533902613). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.802910948271414 > -42.639137533902613). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.802910948271414 > -42.639137533902613). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.802910948271414 > -42.639137533902613). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.802910948271414 > -42.639137533902613). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-92.506177048071265 > -178.174377511435409). 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) (-89.530496867942148 > -179.112915463212801). 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) (-82.124426580026935 > -165.224012660681979). You may want to try with a higher value of support_fraction (current value: 0.536).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-93.442030481096666 > -167.375975466335859). You may want to try with a higher value of support_fraction (current value: 0.536).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-82.124426580026935 > -165.224012660681979). You may want to try with a higher value of support_fraction (current value: 0.536).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-93.442030481096666 > -167.375975466335859). You may want to try with a higher value of support_fraction (current value: 0.536).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-82.124426580026935 > -165.224012660681979). You may want to try with a higher value of support_fraction (current value: 0.536).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-93.442030481096666 > -167.375975466335859). You may want to try with a higher value of support_fraction (current value: 0.536).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.364772452196878 > -45.542617948215394). You may want to try with a higher value of support_fraction (current value: 0.516).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.392893703756066 > -45.536547744871996). You may want to try with a higher value of support_fraction (current value: 0.516).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-59.795206176649948 > -119.717068379882988). You may want to try with a higher value of support_fraction (current value: 0.535).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-59.795206176649948 > -119.717068379882988). You may want to try with a higher value of support_fraction (current value: 0.535).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-59.795206176649948 > -119.717068379882988). You may want to try with a higher value of support_fraction (current value: 0.535).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-59.779567786311773 > -118.672982593729927). You may want to try with a higher value of support_fraction (current value: 0.535).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-59.693042896642773 > -120.285082836450783). You may want to try with a higher value of support_fraction (current value: 0.535).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-7.451280972239112 > -42.334056795357071). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-7.451280972239112 > -42.334056795357071). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-7.451280972239112 > -42.334056795357071). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-7.451280972239112 > -42.334056795357071). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-7.451280972239112 > -42.334056795357071). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-7.451280972239112 > -42.334056795357071). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-7.451280972239112 > -42.334056795357071). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-7.451280972239112 > -42.334056795357071). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-7.451280972239112 > -42.334056795357071). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-7.451280972239112 > -42.334056795357071). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-11.435500828694739 > -48.115112500692085). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-11.435500828694739 > -48.115112500692085). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.244133685674299 > -46.732460581036662). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.040502099196011 > -44.028829135747458). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.244133685674299 > -46.732460581036662). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.040502099196011 > -44.028829135747458). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.077559159533015 > -46.558342445432828). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.077559159533015 > -46.558342445432828). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.077559159533015 > -46.558342445432828). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.077559159533015 > -46.558342445432828). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.077559159533015 > -46.558342445432828). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.077559159533015 > -46.558342445432828). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.077559159533015 > -46.558342445432828). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.077559159533015 > -46.558342445432828). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-78.669531305224382 > -112.994208410099148). 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) (-10.882499461887081 > -46.570772267061038). You may want to try with a higher value of support_fraction (current value: 0.518).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.882499461887081 > -46.570772267061038). You may want to try with a higher value of support_fraction (current value: 0.518).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.882499461887081 > -46.570772267061038). You may want to try with a higher value of support_fraction (current value: 0.518).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.882499461887081 > -46.570772267061038). You may want to try with a higher value of support_fraction (current value: 0.518).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-180.560365978037538 > -181.877277534514519). 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) (-180.560365978037538 > -181.877277534514519). 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) (-161.646723005971012 > -180.046893489520556). 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) (-161.646723005971012 > -180.046893489520556). 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) (-161.646723005971012 > -180.046893489520556). 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) (-161.646723005971012 > -180.046893489520556). 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) (-131.434234930582704 > -187.910147920096875). 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) (-131.362776332184012 > -191.347781807512717). 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) (-131.391796998041912 > -187.316390899438062). 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) (-131.434234930582704 > -187.910147920096875). 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) (-131.362776332184012 > -191.347781807512717). 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) (-131.391796998041912 > -187.316390899438062). 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) (-170.220855591072564 > -170.914002771491965). 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) (-169.727638229986496 > -171.061846833149872). 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) (-170.220855591072564 > -170.914002771491965). 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) (-169.727638229986496 > -171.061846833149872). 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) (-170.220855591072564 > -170.914002771491965). 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) (-169.727638229986496 > -171.061846833149872). 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) (-67.177702197763239 > -102.017340004079685). You may want to try with a higher value of support_fraction (current value: 0.541).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-67.177702197763239 > -102.017340004079685). You may want to try with a higher value of support_fraction (current value: 0.541).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-67.177702197763239 > -102.017340004079685). You may want to try with a higher value of support_fraction (current value: 0.541).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-74.301701782941265 > -99.673916802287465). You may want to try with a higher value of support_fraction (current value: 0.541).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-74.301701782941265 > -99.673916802287465). You may want to try with a higher value of support_fraction (current value: 0.541).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-74.301701782941265 > -99.673916802287465). You may want to try with a higher value of support_fraction (current value: 0.541).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-69.587852792501735 > -172.594795997617638). 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) (-75.467596674346950 > -99.049673770880375). 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) (-75.467596674346950 > -99.049673770880375). 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) (-67.931687857364338 > -93.264833924276402). 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) (-67.931687857364338 > -93.264833924276402). 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) (-67.931687857364338 > -93.264833924276402). 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) (-128.779515456102700 > -156.689639600442462). You may want to try with a higher value of support_fraction (current value: 0.529).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-126.939973835569347 > -128.779515456102700). You may want to try with a higher value of support_fraction (current value: 0.529).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-128.779515456102700 > -156.689639600442462). You may want to try with a higher value of support_fraction (current value: 0.529).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-126.939973835569347 > -128.779515456102700). You may want to try with a higher value of support_fraction (current value: 0.529).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.539177441077495 > -47.968325610437894). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.539177441077495 > -47.968325610437894). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.511674290245152 > -47.896422052055364). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.618494739658447 > -48.008115353053483). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.511674290245152 > -47.896422052055364). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.539177441077495 > -47.968325610437894). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.539177441077495 > -47.968325610437894). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.539177441077495 > -47.968325610437894). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.511674290245152 > -47.896422052055364). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.618494739658447 > -48.008115353053483). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.511674290245152 > -47.896422052055364). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.539177441077495 > -47.968325610437894). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-39.047791490021723 > -69.251643259696252). You may want to try with a higher value of support_fraction (current value: 0.522).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-39.047791490021723 > -69.251643259696252). You may want to try with a higher value of support_fraction (current value: 0.522).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-39.047791490021723 > -69.251643259696252). You may want to try with a higher value of support_fraction (current value: 0.522).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-47.168950385699723 > -79.925365519073580). 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) (-47.168950385699723 > -79.925365519073580). 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) (-47.168950385699723 > -79.925365519073580). 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) (-47.168950385699723 > -79.925365519073580). 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) (-44.942130720804414 > -111.803884163294242). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-44.942130720804414 > -111.803884163294242). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.778886892042379 > -74.858907512259066). 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) (-41.778886892042379 > -74.858907512259066). 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) (-53.357879118179667 > -148.904342452817048). 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) (-53.357879118179667 > -148.904342452817048). 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) (-53.357879118179667 > -148.904342452817048). 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) (-53.357879118179667 > -148.904342452817048). 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) (-10.467911208308411 > -47.847081296938555). You may want to try with a higher value of support_fraction (current value: 0.517).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.467911208308411 > -47.847081296938555). You may want to try with a higher value of support_fraction (current value: 0.517).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.467911208308411 > -47.847081296938555). You may want to try with a higher value of support_fraction (current value: 0.517).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.467911208308411 > -47.847081296938555). You may want to try with a higher value of support_fraction (current value: 0.517).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.467911208308411 > -47.847081296938555). You may want to try with a higher value of support_fraction (current value: 0.517).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.467911208308411 > -47.847081296938555). You may want to try with a higher value of support_fraction (current value: 0.517).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.467911208308411 > -47.847081296938555). You may want to try with a higher value of support_fraction (current value: 0.517).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.467911208308411 > -47.847081296938555). You may want to try with a higher value of support_fraction (current value: 0.517).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.467911208308411 > -47.847081296938555). You may want to try with a higher value of support_fraction (current value: 0.517).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.467911208308411 > -47.847081296938555). You may want to try with a higher value of support_fraction (current value: 0.517).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.467911208308411 > -47.847081296938555). You may want to try with a higher value of support_fraction (current value: 0.517).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.467911208308411 > -47.847081296938555). You may want to try with a higher value of support_fraction (current value: 0.517).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.467911208308411 > -47.847081296938555). You may want to try with a higher value of support_fraction (current value: 0.517).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.467911208308411 > -47.847081296938555). You may want to try with a higher value of support_fraction (current value: 0.517).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.938060075086677 > -48.169238281391642). You may want to try with a higher value of support_fraction (current value: 0.508).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.938060075086677 > -48.169238281391642). You may want to try with a higher value of support_fraction (current value: 0.508).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-234.185672407251445 > -241.260733998511256). You may want to try with a higher value of support_fraction (current value: 0.568).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-234.185672407251445 > -241.260733998511256). You may want to try with a higher value of support_fraction (current value: 0.568).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-234.185672407251445 > -241.260733998511256). You may want to try with a higher value of support_fraction (current value: 0.568).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-234.185672407251445 > -241.260733998511256). You may want to try with a higher value of support_fraction (current value: 0.568).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-234.185672407251445 > -241.260733998511256). You may want to try with a higher value of support_fraction (current value: 0.568).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-234.185672407251445 > -241.260733998511256). You may want to try with a higher value of support_fraction (current value: 0.568).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-131.211955768238539 > -203.335158905945462). You may want to try with a higher value of support_fraction (current value: 0.573).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-124.437476305801127 > -198.198015416888779). 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) (-124.480231211010093 > -196.248949338723435). 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) (-136.630703378507860 > -194.449095440996274). You may want to try with a higher value of support_fraction (current value: 0.570).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-137.765612245781796 > -195.506836834684009). You may want to try with a higher value of support_fraction (current value: 0.570).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.076306166536313 > -201.554408380396609). You may want to try with a higher value of support_fraction (current value: 0.570).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-137.115844283227290 > -199.817496373362104). You may want to try with a higher value of support_fraction (current value: 0.570).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-136.630703378507860 > -194.449095440996274). You may want to try with a higher value of support_fraction (current value: 0.570).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-137.765612245781796 > -195.506836834684009). You may want to try with a higher value of support_fraction (current value: 0.570).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-201.076306166536313 > -201.554408380396609). You may want to try with a higher value of support_fraction (current value: 0.570).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-137.115844283227290 > -199.817496373362104). You may want to try with a higher value of support_fraction (current value: 0.570).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-130.908432476946132 > -191.751090958751149). 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) (-138.257407254975618 > -204.152402237680121). You may want to try with a higher value of support_fraction (current value: 0.564).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-138.495927015945199 > -205.100201630411163). You may want to try with a higher value of support_fraction (current value: 0.564).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-138.257407254975618 > -204.152402237680121). You may want to try with a higher value of support_fraction (current value: 0.564).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-138.495927015945199 > -205.100201630411163). You may want to try with a higher value of support_fraction (current value: 0.564).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-123.772905867639366 > -193.212946504391027). 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) (-123.122007967104750 > -185.664380246422041). 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) (-310.477113749632849 > -310.503904270131272). 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) (-227.207494046606911 > -227.969112755167259). 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) (-310.477113749632849 > -310.503904270131272). 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) (-227.207494046606911 > -227.969112755167259). 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) (-241.045221887065964 > -241.979191293561854). You may want to try with a higher value of support_fraction (current value: 0.596).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-247.494787918646296 > -248.152973140251788). You may want to try with a higher value of support_fraction (current value: 0.596).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-272.000551021058982 > -272.550782287183551). You may want to try with a higher value of support_fraction (current value: 0.596).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-271.296159373342277 > -273.122145780260382). You may want to try with a higher value of support_fraction (current value: 0.596).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-273.514010746511872 > -276.017723678302957). You may want to try with a higher value of support_fraction (current value: 0.596).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-220.423865368661978 > -221.584229513959912). You may want to try with a higher value of support_fraction (current value: 0.596).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-243.596379041653762 > -244.155628848752400). You may want to try with a higher value of support_fraction (current value: 0.596).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-267.228157763683157 > -268.557537525703822). You may want to try with a higher value of support_fraction (current value: 0.596).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-189.834524279449568 > -191.174298641618520). 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) (-225.036494401849296 > -225.425565702620617). 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) (-99.935323804558720 > -111.088759002754699). You may want to try with a higher value of support_fraction (current value: 0.536).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-99.935323804558720 > -111.088759002754699). You may want to try with a higher value of support_fraction (current value: 0.536).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-99.935323804558720 > -111.088759002754699). You may want to try with a higher value of support_fraction (current value: 0.536).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-136.195033032088901 > -156.426965157776124). 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) (-136.195033032088901 > -156.426965157776124). 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) (-171.445163982209863 > -183.475342360675910). You may want to try with a higher value of support_fraction (current value: 0.585).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-142.680333600690432 > -182.402660059452614). 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) (-140.264746317022457 > -182.786925816371848). 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) (-113.699545599468905 > -113.701217801178899). 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) (-74.595885942794069 > -101.145591126846142). You may want to try with a higher value of support_fraction (current value: 0.534).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-57.993045284158093 > -124.048843933260741). You may want to try with a higher value of support_fraction (current value: 0.534).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-69.528360494429919 > -134.142847235611271). 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) (-70.004798493259401 > -134.136433659544309). 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) (-130.744454380829410 > -130.746366253620124). 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) (-83.024898754112343 > -83.025929150905881). You may want to try with a higher value of support_fraction (current value: 0.545).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-83.024898754112343 > -83.025929150905881). You may want to try with a higher value of support_fraction (current value: 0.545).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-83.024898754112343 > -83.025929150905881). You may want to try with a higher value of support_fraction (current value: 0.545).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-83.024898754112343 > -83.025929150905881). You may want to try with a higher value of support_fraction (current value: 0.545).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-83.024898754112343 > -83.025929150905881). You may want to try with a higher value of support_fraction (current value: 0.545).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-83.024898754112343 > -83.025929150905881). You may want to try with a higher value of support_fraction (current value: 0.545).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-83.024898754112343 > -83.025929150905881). You may want to try with a higher value of support_fraction (current value: 0.545).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-68.563267814511846 > -96.837194645877531). 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) (-68.563267814511846 > -96.837194645877531). 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) (-68.563267814511846 > -96.837194645877531). 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) (-68.563267814511846 > -96.837194645877531). 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) (-126.173032832218837 > -126.411083653452749). You may want to try with a higher value of support_fraction (current value: 0.582).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-126.173032832218837 > -126.411083653452749). You may want to try with a higher value of support_fraction (current value: 0.582).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-126.173032832218837 > -126.411083653452749). You may want to try with a higher value of support_fraction (current value: 0.582).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-126.173032832218837 > -126.411083653452749). You may want to try with a higher value of support_fraction (current value: 0.582).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-126.173032832218837 > -126.411083653452749). You may want to try with a higher value of support_fraction (current value: 0.582).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-51.892539674864196 > -81.875143899651647). 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) (-51.892539674864196 > -81.875143899651647). 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) (-60.331659253760428 > -86.981265415986286). You may want to try with a higher value of support_fraction (current value: 0.529).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-60.331659253760428 > -87.674412596546233). You may want to try with a higher value of support_fraction (current value: 0.529).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-31.400021054311789 > -107.733945503284474). You may want to try with a higher value of support_fraction (current value: 0.516).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-31.323275510287381 > -107.677308639736111). You may want to try with a higher value of support_fraction (current value: 0.516).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-51.764006343524940 > -113.046860937857417). 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) (-51.764006343524940 > -113.046860937857417). 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) (-51.764006343524940 > -113.046860937857417). 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) (-51.764006343524940 > -113.046860937857417). 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) (-5.078776449193395 > -41.178622037163450). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-5.078776449193397 > -41.134934774801600). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-5.078776449193395 > -41.178622037163450). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-5.078776449193395 > -41.178622037163450). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-5.078776449193395 > -41.178622037163450). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-5.078776449193395 > -41.178622037163450). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-5.078776449193397 > -41.134934774801600). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-5.078776449193397 > -41.134934774801600). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-5.078776449193395 > -41.178622037163450). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-5.078776449193395 > -41.178622037163450). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-5.078776449193395 > -41.178622037163450). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-5.078776449193397 > -41.134934774801600). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-5.078776449193395 > -41.178622037163450). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-5.078776449193395 > -41.178622037163450). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-5.078776449193395 > -41.178622037163450). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-5.078776449193395 > -41.178622037163450). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-5.078776449193397 > -41.134934774801600). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-5.078776449193397 > -41.134934774801600). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-5.078776449193395 > -41.178622037163450). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-5.078776449193395 > -41.178622037163450). You may want to try with a higher value of support_fraction (current value: 0.515).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-223.243295506050856 > -228.012300946697223). 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) (-231.446785240941239 > -231.963011599650855). 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) (-243.029820704690820 > -244.757138678946887). You may want to try with a higher value of support_fraction (current value: 0.570).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-241.448617677904963 > -243.716480592417071). You may want to try with a higher value of support_fraction (current value: 0.570).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-241.909087604404419 > -243.084641591419910). You may want to try with a higher value of support_fraction (current value: 0.570).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-221.352843183778361 > -221.972879355216833). 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) (-231.535973702167041 > -232.070527112893558). You may want to try with a higher value of support_fraction (current value: 0.580).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-224.831628714571110 > -227.343279908655717). You may want to try with a higher value of support_fraction (current value: 0.580).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-232.588736145063990 > -233.111151675279729). You may want to try with a higher value of support_fraction (current value: 0.580).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-142.938793764715740 > -180.768943468502329). You may want to try with a higher value of support_fraction (current value: 0.577).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-165.689394793923299 > -167.122661617336576). You may want to try with a higher value of support_fraction (current value: 0.598).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-141.464847332120144 > -211.888731390012140). 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) (-118.137324927056682 > -145.939627987376440). You may want to try with a higher value of support_fraction (current value: 0.602).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-128.392821152601726 > -128.683183058330854). You may want to try with a higher value of support_fraction (current value: 0.580).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.573460736429336 > -46.533713587963462). You may want to try with a higher value of support_fraction (current value: 0.510).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.801303884776074 > -46.762929947250832). You may want to try with a higher value of support_fraction (current value: 0.510).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.801303884776074 > -46.762929947250832). You may want to try with a higher value of support_fraction (current value: 0.510).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.801303884776074 > -46.762929947250832). You may want to try with a higher value of support_fraction (current value: 0.510).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.801303884776074 > -46.762929947250832). You may want to try with a higher value of support_fraction (current value: 0.510).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.573460736429336 > -46.533713587963462). You may want to try with a higher value of support_fraction (current value: 0.510).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.801303884776074 > -46.762929947250832). You may want to try with a higher value of support_fraction (current value: 0.510).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.801303884776074 > -46.762929947250832). You may want to try with a higher value of support_fraction (current value: 0.510).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.801303884776074 > -46.762929947250832). You may want to try with a higher value of support_fraction (current value: 0.510).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.801303884776074 > -46.762929947250832). You may want to try with a higher value of support_fraction (current value: 0.510).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-29.776422877389553 > -60.501719922785810). 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) (-29.776422877389553 > -60.501719922785810). 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) (-29.776422877389553 > -60.501719922785810). 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) (-29.776422877389553 > -60.501719922785810). 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) (-29.776422877389553 > -60.501719922785810). 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) (-29.776422877389553 > -60.501719922785810). 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) (-29.776422877389553 > -60.501719922785810). 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) (-29.776422877389553 > -60.501719922785810). 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) (-29.776422877389553 > -60.501719922785810). 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) (-7.937940794247163 > -43.778205145201539). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-7.937940794247163 > -43.778205145201539). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-7.937940794247163 > -43.778205145201539). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-48.610117341835789 > -76.546073061508906). You may want to try with a higher value of support_fraction (current value: 0.530).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-48.610117341835789 > -76.546073061508906). You may want to try with a higher value of support_fraction (current value: 0.530).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-48.610117341835789 > -76.546073061508906). You may want to try with a higher value of support_fraction (current value: 0.530).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-48.610117341835789 > -76.546073061508906). You may want to try with a higher value of support_fraction (current value: 0.530).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-48.610117341835789 > -76.546073061508906). You may want to try with a higher value of support_fraction (current value: 0.530).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-48.610117341835789 > -76.546073061508906). You may want to try with a higher value of support_fraction (current value: 0.530).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-139.456487729247527 > -163.080860588779274). 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) (-10.794484458815965 > -46.471294388609927). You may want to try with a higher value of support_fraction (current value: 0.508).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.794484458815965 > -46.471294388609927). You may want to try with a higher value of support_fraction (current value: 0.508).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.794484458815965 > -46.471294388609927). You may want to try with a higher value of support_fraction (current value: 0.508).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.794484458815965 > -46.471294388609927). You may want to try with a higher value of support_fraction (current value: 0.508).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.794484458815965 > -46.471294388609927). You may want to try with a higher value of support_fraction (current value: 0.508).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.794484458815965 > -46.471294388609927). You may want to try with a higher value of support_fraction (current value: 0.508).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-188.247871730517772 > -189.634227356095437). 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) (-188.247871730517772 > -189.634227356095437). 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) (-113.491470175659771 > -143.598671270609486). 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) (-109.881550492075519 > -177.662584867484242). 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) (-55.913762712646445 > -55.915395366076936). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-55.912132720428907 > -55.920309380872752). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-55.913762712646445 > -55.915395366076936). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-55.913762712646445 > -55.915395366076936). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-55.913762712646445 > -55.915395366076936). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-55.913762712646445 > -55.915395366076936). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-55.913762712646445 > -55.915395366076936). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-55.913762712646445 > -55.915395366076936). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-55.913762712646445 > -55.915395366076936). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-55.913762712646445 > -55.915395366076936). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-55.913762712646445 > -55.915395366076936). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-55.912132720428907 > -55.920309380872752). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-55.913762712646445 > -55.915395366076936). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-55.913762712646445 > -55.915395366076936). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-55.913762712646445 > -55.915395366076936). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-55.913762712646445 > -55.915395366076936). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-55.913762712646445 > -55.915395366076936). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-55.913762712646445 > -55.915395366076936). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-55.913762712646445 > -55.915395366076936). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-55.913762712646445 > -55.915395366076936). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-55.913762712646445 > -55.915395366076936). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-55.912132720428907 > -55.920309380872752). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-55.913762712646445 > -55.915395366076936). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-55.913762712646445 > -55.915395366076936). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-55.913762712646445 > -55.915395366076936). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-55.913762712646445 > -55.915395366076936). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-55.913762712646445 > -55.915395366076936). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-55.913762712646445 > -55.915395366076936). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-55.913762712646445 > -55.915395366076936). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-55.913762712646445 > -55.915395366076936). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-73.698001665363449 > -100.677639569374833). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-73.698001665363449 > -100.677639569374833). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-73.698001665363449 > -100.677639569374833). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-73.698001665363449 > -100.677639569374833). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-73.698001665363449 > -100.677639569374833). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-73.698001665363449 > -100.677639569374833). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-76.301691813736625 > -83.301605755128264). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-76.301691813736625 > -83.301605755128264). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-76.301691813736625 > -83.301605755128264). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-76.301691813736625 > -83.301605755128264). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-76.301691813736625 > -83.301605755128264). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-76.301691813736625 > -83.301605755128264). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-87.618448661032318 > -89.942087048149858). You may want to try with a higher value of support_fraction (current value: 0.554).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-86.183277284377212 > -86.470507544039691). You may want to try with a higher value of support_fraction (current value: 0.554).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-87.618448661032318 > -89.942087048149858). You may want to try with a higher value of support_fraction (current value: 0.554).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-87.618448661032318 > -90.134048719519228). You may want to try with a higher value of support_fraction (current value: 0.554).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-87.618448661032318 > -90.134048719519228). You may want to try with a higher value of support_fraction (current value: 0.554).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-87.618448661032318 > -88.942978221751360). You may want to try with a higher value of support_fraction (current value: 0.554).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-87.618448661032318 > -90.371828961718180). You may want to try with a higher value of support_fraction (current value: 0.554).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-94.999301884984050 > -105.596401704070445). 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) (-94.999301884984050 > -105.596401704070445). 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) (-88.982084413531311 > -108.590184976452448). You may want to try with a higher value of support_fraction (current value: 0.560).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-88.982084413531311 > -108.590184976452448). You may want to try with a higher value of support_fraction (current value: 0.560).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-88.927659287333555 > -109.994684917949726). You may want to try with a higher value of support_fraction (current value: 0.560).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-88.982084413531311 > -108.590184976452448). You may want to try with a higher value of support_fraction (current value: 0.560).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-12.007608217327011 > -46.479628565220473). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.040194558737873 > -45.491146746162968). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.040194558737873 > -45.491146746162968). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.855531018868810 > -45.225200320127030). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.855531018868810 > -45.225200320127030). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.855531018868810 > -45.225200320127030). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.855531018868810 > -45.225200320127030). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.855531018868810 > -45.225200320127030). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.855531018868810 > -45.225200320127030). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.855531018868810 > -45.225200320127030). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.855531018868810 > -45.225200320127030). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.855531018868810 > -45.225200320127030). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.855531018868810 > -45.225200320127030). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.451179697776315 > -46.574839652691281). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.451179697776315 > -46.574839652691281). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.953902639182594 > -45.260113206515960). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.953902639182594 > -45.261324157814968). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.953902639182594 > -45.261324157814968). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.953902639182594 > -45.261324157814968). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.953902639182594 > -45.260113206515960). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.953902639182594 > -45.261324157814968). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.953902639182594 > -45.261324157814968). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.953902639182594 > -45.261324157814968). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-32.247598815698638 > -56.731454232407060). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-32.247598815698638 > -56.731454232407060). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-32.247598815698638 > -56.731454232407060). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-55.293044883555694 > -78.586564378364386). 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) (-50.381105211742209 > -73.684312012600344). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-50.381105211742209 > -73.684312012600344). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-50.381105211742209 > -73.684312012600344). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-50.381105211742209 > -73.684312012600344). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-50.381105211742209 > -73.684312012600344). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-50.381105211742209 > -73.684312012600344). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-50.381105211742209 > -73.684312012600344). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-50.381105211742209 > -73.684312012600344). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-50.381105211742209 > -73.684312012600344). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-50.381105211742209 > -73.684312012600344). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-50.381105211742209 > -73.684312012600344). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-50.381105211742209 > -73.684312012600344). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-50.381105211742209 > -73.684312012600344). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-50.381105211742209 > -73.684312012600344). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-45.218092852231578 > -109.186094476520395). 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) (-45.218092852231578 > -109.186094476520395). 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) (-45.218092852231578 > -109.186094476520395). 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) (-45.218092852231578 > -109.186094476520395). 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) (-45.218092852231578 > -109.186094476520395). 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) (-45.218092852231578 > -109.186094476520395). 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) (-45.218092852231578 > -109.186094476520395). 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) (-45.218092852231578 > -109.186094476520395). 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) (-45.218092852231578 > -109.186094476520395). 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) (-45.218092852231578 > -109.186094476520395). 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) (-45.218092852231578 > -109.186094476520395). 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) (-45.218092852231578 > -109.186094476520395). 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) (-45.218092852231578 > -109.186094476520395). 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) (-45.218092852231578 > -109.186094476520395). 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) (-45.218092852231578 > -109.186094476520395). 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) (-45.218092852231578 > -109.186094476520395). 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) (-45.218092852231578 > -109.186094476520395). 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) (-45.218092852231578 > -109.186094476520395). 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) (-45.218092852231578 > -109.186094476520395). 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) (-45.218092852231578 > -109.186094476520395). 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) (-190.965143545783235 > -191.763651241983041). You may want to try with a higher value of support_fraction (current value: 0.529).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-190.965143545783235 > -191.763651241983041). You may want to try with a higher value of support_fraction (current value: 0.529).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-190.965143545783235 > -191.763651241983041). You may want to try with a higher value of support_fraction (current value: 0.529).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-190.965143545783235 > -191.763651241983041). You may want to try with a higher value of support_fraction (current value: 0.529).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-190.965143545783235 > -191.763651241983041). You may want to try with a higher value of support_fraction (current value: 0.529).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-190.965143545783235 > -191.763651241983041). You may want to try with a higher value of support_fraction (current value: 0.529).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-93.627004112022519 > -124.562082803385024). You may want to try with a higher value of support_fraction (current value: 0.536).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-84.848520214464429 > -109.993660898466956). You may want to try with a higher value of support_fraction (current value: 0.539).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-84.848520214464429 > -110.074219735184187). You may want to try with a higher value of support_fraction (current value: 0.539).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-81.408053817429519 > -106.286417685868514). 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) (-81.408053817429519 > -105.690441395463779). 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) (-9.885298707742148 > -45.153626319441287). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.885298707742148 > -45.153626319441287). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.885298707742148 > -45.153626319441287). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.885298707742148 > -45.153626319441287). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.885298707742148 > -45.153626319441287). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.885298707742148 > -45.153626319441287). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.885298707742148 > -45.153626319441287). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.885298707742148 > -45.153626319441287). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.885298707742148 > -45.153626319441287). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.885298707742148 > -45.153626319441287). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.885298707742148 > -45.153626319441287). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.885298707742148 > -45.153626319441287). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.885298707742148 > -45.153626319441287). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.885298707742148 > -45.153626319441287). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.885298707742148 > -45.153626319441287). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.885298707742148 > -45.153626319441287). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.885298707742148 > -45.153626319441287). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.885298707742148 > -45.153626319441287). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.885298707742148 > -45.153626319441287). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.885298707742148 > -45.153626319441287). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.152601625887456 > -45.518911391440042). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.152601625887456 > -45.518911391440042). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.152601625887456 > -45.518911391440042). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.152601625887456 > -45.518911391440042). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.152601625887456 > -45.518911391440042). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.152601625887456 > -45.518911391440042). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-56.136657274474935 > -56.137784035170696). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-56.136657274474935 > -56.137784035170696). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-56.136657274474935 > -56.137784035170696). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-56.136657274474935 > -56.137784035170696). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-56.136657274474935 > -56.137784035170696). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-56.136657274474935 > -56.137784035170696). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-56.136657274474935 > -56.137784035170696). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-56.136657274474935 > -56.137784035170696). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-56.136657274474935 > -56.137784035170696). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-56.136657274474935 > -56.137784035170696). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-72.182001620107300 > -95.661306041292306). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-69.880704318297958 > -162.527144587443843). You may want to try with a higher value of support_fraction (current value: 0.529).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-69.880704318297958 > -162.527144587443843). You may want to try with a higher value of support_fraction (current value: 0.529).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-69.880704318297958 > -162.527144587443843). You may want to try with a higher value of support_fraction (current value: 0.529).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-69.880704318297958 > -162.527144587443843). You may want to try with a higher value of support_fraction (current value: 0.529).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-69.880704318297958 > -162.527144587443843). You may want to try with a higher value of support_fraction (current value: 0.529).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-69.880704318297958 > -162.527144587443843). You may want to try with a higher value of support_fraction (current value: 0.529).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-69.880704318297958 > -162.527144587443843). You may want to try with a higher value of support_fraction (current value: 0.529).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-69.880704318297958 > -162.527144587443843). You may want to try with a higher value of support_fraction (current value: 0.529).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-69.880704318297958 > -162.527144587443843). You may want to try with a higher value of support_fraction (current value: 0.529).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-69.880704318297958 > -162.527144587443843). You may want to try with a higher value of support_fraction (current value: 0.529).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-77.734637541939662 > -141.295339636945528). You may want to try with a higher value of support_fraction (current value: 0.535).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-105.973526103918573 > -137.350139709294609). You may want to try with a higher value of support_fraction (current value: 0.535).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-77.734637541939662 > -141.295339636945528). You may want to try with a higher value of support_fraction (current value: 0.535).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-77.734637541939662 > -141.295339636945528). You may want to try with a higher value of support_fraction (current value: 0.535).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-105.973526103918573 > -137.350139709294609). You may want to try with a higher value of support_fraction (current value: 0.535).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-77.734637541939662 > -141.295339636945528). You may want to try with a higher value of support_fraction (current value: 0.535).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-81.203941606239098 > -107.299814716460830). You may want to try with a higher value of support_fraction (current value: 0.534).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-81.203941606239098 > -107.299814716460830). You may want to try with a higher value of support_fraction (current value: 0.534).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-81.203941606239098 > -107.299814716460830). You may want to try with a higher value of support_fraction (current value: 0.534).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-81.203941606239098 > -107.299814716460830). You may want to try with a higher value of support_fraction (current value: 0.534).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-81.203941606239098 > -107.299814716460830). You may want to try with a higher value of support_fraction (current value: 0.534).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-81.203941606239098 > -107.299814716460830). You may want to try with a higher value of support_fraction (current value: 0.534).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-81.690972519137901 > -140.509144456127984). 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) (-123.454114319461183 > -157.799202517542881). You may want to try with a higher value of support_fraction (current value: 0.529).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-123.454114319461183 > -157.799202517542881). You may want to try with a higher value of support_fraction (current value: 0.529).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-142.507713630753841 > -148.714075956122997). You may want to try with a higher value of support_fraction (current value: 0.543).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-97.796154689955458 > -146.376362403332848). You may want to try with a higher value of support_fraction (current value: 0.543).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-98.199577122350391 > -151.278985429979997). You may want to try with a higher value of support_fraction (current value: 0.545).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-98.199577122350391 > -151.278985429979997). You may want to try with a higher value of support_fraction (current value: 0.545).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-96.495958327479542 > -149.934458562929763). You may want to try with a higher value of support_fraction (current value: 0.545).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-54.931354408076039 > -81.412290238423054). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-54.931354408076039 > -82.105437418982163). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-54.931354408076039 > -81.412290238423054). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-54.931354408076039 > -81.412290238423054). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-54.931354408076039 > -81.412290238423054). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-54.931354408076039 > -81.412290238423054). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-54.931354408076039 > -82.105437418982163). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-54.931354408076039 > -81.412290238423054). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-157.523298195336281 > -159.698625125088427). 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) (-143.787428519052781 > -144.800676949905920). You may want to try with a higher value of support_fraction (current value: 0.545).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-44.052332334153903 > -98.878242463881833). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-42.438544270550651 > -70.315507351428408). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-43.148935021145974 > -68.248175068316840). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-42.953996722827974 > -68.661752892192382). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-45.200687252111386 > -71.374992052253234). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-42.438544270550651 > -70.315507351428408). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-43.148935021145974 > -68.248175068316840). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-42.953996722827974 > -68.661752892192382). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-45.200687252111386 > -71.374992052253234). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-42.438544270550651 > -70.315507351428408). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-43.148935021145974 > -68.248175068316840). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-42.953996722827974 > -68.661752892192382). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-45.200687252111386 > -71.374992052253234). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-42.438544270550651 > -70.315507351428408). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-43.148935021145974 > -68.248175068316840). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-42.953996722827974 > -68.661752892192382). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-45.200687252111386 > -71.374992052253234). You may want to try with a higher value of support_fraction (current value: 0.527).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-78.628636514900535 > -213.501162426218002). You may want to try with a higher value of support_fraction (current value: 0.544).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-75.030114631238746 > -103.963566421147320). You may want to try with a higher value of support_fraction (current value: 0.541).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-74.472595826015976 > -103.737449471749770). You may want to try with a higher value of support_fraction (current value: 0.541).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-74.932810155155337 > -134.968968791860107). You may want to try with a higher value of support_fraction (current value: 0.541).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-69.543141958081520 > -101.187244889734046). You may want to try with a higher value of support_fraction (current value: 0.537).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-74.837779320813311 > -142.502219740181118). You may want to try with a higher value of support_fraction (current value: 0.541).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-76.218537614292046 > -148.907477556443155). You may want to try with a higher value of support_fraction (current value: 0.541).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-76.464433559840728 > -151.100416393392521). You may want to try with a higher value of support_fraction (current value: 0.541).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-76.648649007287375 > -154.427239934777049). You may want to try with a higher value of support_fraction (current value: 0.536).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.820930782739152 > -48.211451330122735). You may want to try with a higher value of support_fraction (current value: 0.510).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.820930782739152 > -48.211451330122735). You may want to try with a higher value of support_fraction (current value: 0.510).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.820930782739152 > -48.211451330122735). You may want to try with a higher value of support_fraction (current value: 0.510).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.820930782739152 > -48.211451330122735). You may want to try with a higher value of support_fraction (current value: 0.510).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.820930782739152 > -48.211451330122735). You may want to try with a higher value of support_fraction (current value: 0.510).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.820930782739152 > -48.211451330122735). You may want to try with a higher value of support_fraction (current value: 0.510).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.820930782739152 > -48.211451330122735). You may want to try with a higher value of support_fraction (current value: 0.510).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.820930782739152 > -48.211451330122735). You may want to try with a higher value of support_fraction (current value: 0.510).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.820930782739152 > -48.211451330122735). You may want to try with a higher value of support_fraction (current value: 0.510).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.820930782739152 > -48.211451330122735). You may want to try with a higher value of support_fraction (current value: 0.510).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.820930782739152 > -48.211451330122735). You may want to try with a higher value of support_fraction (current value: 0.510).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.820930782739152 > -48.211451330122735). You may want to try with a higher value of support_fraction (current value: 0.510).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.820930782739152 > -48.211451330122735). You may want to try with a higher value of support_fraction (current value: 0.510).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.820930782739152 > -48.211451330122735). You may want to try with a higher value of support_fraction (current value: 0.510).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.820930782739152 > -48.211451330122735). You may want to try with a higher value of support_fraction (current value: 0.510).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.820930782739152 > -48.211451330122735). You may want to try with a higher value of support_fraction (current value: 0.510).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.820930782739152 > -48.211451330122735). You may want to try with a higher value of support_fraction (current value: 0.510).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.820930782739152 > -48.211451330122735). You may want to try with a higher value of support_fraction (current value: 0.510).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.820930782739152 > -48.211451330122735). You may want to try with a higher value of support_fraction (current value: 0.510).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.820930782739152 > -48.211451330122735). You may want to try with a higher value of support_fraction (current value: 0.510).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-52.141015830414574 > -52.186136266186992). 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) (-52.141015830414574 > -52.186136266186992). 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) (-52.141015830414574 > -52.186136266186992). 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) (-52.141015830414574 > -52.186136265203110). 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) (-52.141015830414574 > -52.186136265203110). 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) (-52.141015830414574 > -52.186136265203110). 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) (-52.141015830414574 > -52.186136265203110). 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) (-52.141015830414574 > -52.186136265203110). 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) (-52.141015830414574 > -52.186136265203110). 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) (-52.141015830414574 > -52.186136266186992). 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) (-52.141015830414574 > -52.186136266186992). 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) (-52.141015830414574 > -52.186136266186992). 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) (-52.141015830414574 > -52.186136265203110). 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) (-52.141015830414574 > -52.186136265203110). 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) (-52.141015830414574 > -52.186136265203110). 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) (-52.141015830414574 > -52.186136265203110). 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) (-52.141015830414574 > -52.186136265203110). 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) (-52.141015830414574 > -52.186136265203110). 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) (-52.141015830414574 > -52.186136266186992). 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) (-52.141015830414574 > -52.186136266186992). 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) (-52.141015830414574 > -52.186136266186992). 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) (-52.141015830414574 > -52.186136265203110). 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) (-52.141015830414574 > -52.186136265203110). 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) (-52.141015830414574 > -52.186136265203110). 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) (-52.141015830414574 > -52.186136265203110). 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) (-52.141015830414574 > -52.186136265203110). 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) (-52.141015830414574 > -52.186136265203110). 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) (-10.518942649143540 > -47.954951993583364). You may want to try with a higher value of support_fraction (current value: 0.520).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.518942649143540 > -47.954951993583364). You may want to try with a higher value of support_fraction (current value: 0.520).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.518942649143540 > -47.954951993583364). You may want to try with a higher value of support_fraction (current value: 0.520).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.448935288156420 > -47.909043100544338). You may want to try with a higher value of support_fraction (current value: 0.520).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.448935288156420 > -47.909043100544338). You may want to try with a higher value of support_fraction (current value: 0.520).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.448935288156420 > -47.909043100544338). You may want to try with a higher value of support_fraction (current value: 0.520).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.518942649143540 > -47.954951993583364). You may want to try with a higher value of support_fraction (current value: 0.520).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.518942649143540 > -47.954951993583364). You may want to try with a higher value of support_fraction (current value: 0.520).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.518942649143540 > -47.954951993583364). You may want to try with a higher value of support_fraction (current value: 0.520).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.448935288156420 > -47.909043100544338). You may want to try with a higher value of support_fraction (current value: 0.520).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.448935288156420 > -47.909043100544338). You may want to try with a higher value of support_fraction (current value: 0.520).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.448935288156420 > -47.909043100544338). You may want to try with a higher value of support_fraction (current value: 0.520).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-162.362430338537365 > -203.763207601312843). You may want to try with a higher value of support_fraction (current value: 0.545).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-11.383251298060246 > -47.896315892230810). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-11.383251298060246 > -47.896315892230810). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.522819833396522 > -48.168260113632407). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.347909329297398 > -47.946251417132586). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.522819833396522 > -48.168260113632407). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.347909329297398 > -47.946251417132586). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.522819833396522 > -48.168260113632407). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.522819833396522 > -48.168260113632407). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.522819833396522 > -48.168260113632407). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.522819833396522 > -48.168260113632407). You may want to try with a higher value of support_fraction (current value: 0.513).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.464881343436581 > -48.256351839752028). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.464881343436581 > -48.256351839752028). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.464881343436581 > -48.256351839752028). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.464881343436581 > -48.256351839752028). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.535749052060783 > -48.243597215960818). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.464881343436581 > -48.256351839752028). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.464881343436581 > -48.256351839752028). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.464881343436581 > -48.256351839752028). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.464881343436581 > -48.256351839752028). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.464881343436581 > -48.256351839752028). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.464881343436581 > -48.256351839752028). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.464881343436581 > -48.256351839752028). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.464881343436581 > -48.256351839752028). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.535749052060783 > -48.243597215960818). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.464881343436581 > -48.256351839752028). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.464881343436581 > -48.256351839752028). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.464881343436581 > -48.256351839752028). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.464881343436581 > -48.256351839752028). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-45.404016600680535 > -77.918065272199229). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-45.404727980054098 > -77.944337502278870). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-45.404016600680535 > -77.918065272199229). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-45.404727980054098 > -77.944337502278870). You may want to try with a higher value of support_fraction (current value: 0.519).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-12.514774500186025 > -50.719263437356155). You may want to try with a higher value of support_fraction (current value: 0.514).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-14.056770609872938 > -50.817792109823600). You may want to try with a higher value of support_fraction (current value: 0.514).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-53.092569820442819 > -60.113612203735173). You may want to try with a higher value of support_fraction (current value: 0.512).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-53.092569820442819 > -60.113612203735173). You may want to try with a higher value of support_fraction (current value: 0.512).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-53.092569820442819 > -60.113612203735173). You may want to try with a higher value of support_fraction (current value: 0.512).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-53.092569820442819 > -60.113612203735173). You may want to try with a higher value of support_fraction (current value: 0.512).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-70.256336346388210 > -95.050790027754260). You may want to try with a higher value of support_fraction (current value: 0.529).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-8.589730391942073 > -43.890083989546980). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-8.589730391942073 > -43.890083989546980). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-8.589730391942073 > -43.890083989546980). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-8.589730391942073 > -43.890083989546980). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-8.589730391942073 > -43.890083989546980). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-8.603830941632353 > -43.891956883342594). You may want to try with a higher value of support_fraction (current value: 0.511).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.337840498970877 > -45.463902038143544). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.337840498970877 > -45.463902038143544). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.337840498970877 > -45.463902038143544). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.337840498970877 > -45.463902038143544). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.337840498970877 > -45.463902038143544). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.337840498970877 > -45.463902038143544). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.337840498970877 > -45.463902038143544). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.337840498970877 > -45.463902038143544). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.337840498970877 > -45.463902038143544). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.337840498970877 > -45.463902038143544). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.337840498970877 > -45.463902038143544). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.337840498970877 > -45.463902038143544). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.337840498970877 > -45.463902038143544). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.337840498970877 > -45.463902038143544). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.337840498970877 > -45.463902038143544). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.337840498970877 > -45.463902038143544). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.337840498970877 > -45.463902038143544). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.337840498970877 > -45.463902038143544). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.337840498970877 > -45.463902038143544). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.337840498970877 > -45.463902038143544). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-41.825529878513542 > -74.336678655519307). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.150118022535967 > -45.128336375262919). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.150118022535967 > -45.128336375262919). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.150118022535967 > -45.128336375262919). You may want to try with a higher value of support_fraction (current value: 0.509).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-10.150118022535967 > -45.128336375262919). You may want to try with a higher value of support_fraction (current value: 0.509).
2026-06-03 06:00:15,188 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Effective sample size obtained
2026-06-03 06:00:15,188 - 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='B23KFG5LT4_1__sex_calls.png'>
/opt/venv/lib/python3.12/site-packages/plotnine/layer.py:374: PlotnineWarning: geom_point : Removed 2 rows containing missing values.
2026-06-03 06:02:04,977 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Ploidy obtained
2026-06-03 06:02:04,977 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Get sample medians adjusting for ploidy and effective sample size
2026-06-03 06:02:09,260 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Sample medians obtained
2026-06-03 06:02:09,260 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Use ploidy information to get the proper masks for chrX and chrY
2026-06-03 06:02:09,260 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - 
2026-06-03 06:02:09,288 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 0, outliers: 73244
2026-06-03 06:02:09,744 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 1, outliers: 266172
2026-06-03 06:02:10,208 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 2, outliers: 24393
2026-06-03 06:02:10,658 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 3, outliers: 6260
2026-06-03 06:02:11,128 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 4, outliers: 1963
2026-06-03 06:02:11,582 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 5, outliers: 683
2026-06-03 06:02:12,014 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 6, outliers: 270
2026-06-03 06:02:12,452 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 7, outliers: 138
2026-06-03 06:02:12,889 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 8, outliers: 50
2026-06-03 06:02:13,380 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 9, outliers: 23
2026-06-03 06:02:13,865 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 10, outliers: 20
2026-06-03 06:02:14,347 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 11, outliers: 12
2026-06-03 06:02:14,798 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 12, outliers: 2
2026-06-03 06:02:15,256 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 13, outliers: 0
2026-06-03 06:02:15,723 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 0, outliers: 4292
2026-06-03 06:02:15,732 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 1, outliers: 4729
2026-06-03 06:02:15,739 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 2, outliers: 743
2026-06-03 06:02:15,747 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 3, outliers: 141
2026-06-03 06:02:15,754 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 4, outliers: 33
2026-06-03 06:02:15,761 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 5, outliers: 14
2026-06-03 06:02:15,768 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 6, outliers: 0
2026-06-03 06:02:15,776 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Masks for chrX and chrY obtained
2026-06-03 06:02:15,777 - 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) (-10.489644555804770 > -46.802239862027747). 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) (-10.489644555804770 > -46.802239862027747). 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) (-45.677053195039363 > -45.679463802755251). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-45.381029669022304 > -45.382120776604637). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-45.381029669022304 > -45.382120776604637). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-45.381029669022304 > -45.382120776604637). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-45.381029669022304 > -45.383213076134865). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-45.381029669022304 > -45.383213076134865). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-45.382666777164204 > -45.383759673184613). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-45.382666777164204 > -45.383759673184613). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-45.382666777164204 > -45.383759673184613). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-45.677053195039363 > -45.679463802755251). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-45.381029669022304 > -45.382120776604637). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-45.381029669022304 > -45.382120776604637). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-45.381029669022304 > -45.382120776604637). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-45.381029669022304 > -45.383213076134865). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-45.381029669022304 > -45.383213076134865). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-45.382666777164204 > -45.383759673184613). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-45.382666777164204 > -45.383759673184613). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-45.382666777164204 > -45.383759673184613). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-45.677053195039363 > -45.679463802755251). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-45.381029669022304 > -45.382120776604637). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-45.381029669022304 > -45.382120776604637). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-45.381029669022304 > -45.382120776604637). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-45.381029669022304 > -45.383213076134865). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-45.381029669022304 > -45.383213076134865). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-45.382666777164204 > -45.383759673184613). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-45.382666777164204 > -45.383759673184613). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-45.382666777164204 > -45.383759673184613). You may want to try with a higher value of support_fraction (current value: 0.526).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-63.975356778854575 > -93.887632822792540). 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) (-63.005820763218992 > -130.825735234929709). You may want to try with a higher value of support_fraction (current value: 0.553).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-57.432206822645782 > -82.754177368212993). You may want to try with a higher value of support_fraction (current value: 0.553).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-63.005820763218992 > -130.825735234929709). You may want to try with a higher value of support_fraction (current value: 0.553).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-63.005820763218992 > -130.825735234929709). You may want to try with a higher value of support_fraction (current value: 0.553).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-57.432206822645782 > -82.754177368212993). You may want to try with a higher value of support_fraction (current value: 0.553).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-63.005820763218992 > -130.825735234929709). You may want to try with a higher value of support_fraction (current value: 0.553).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-163.642954902535564 > -191.134536527400087). 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) (-149.938664807348943 > -187.375604054210839). 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) (-352.499536847232150 > -352.876919483916652). 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) (-323.552848477757095 > -355.242820297648393). 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) (-323.636086921669687 > -355.188089676443099). 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) (-352.499536847232150 > -352.876919483916652). 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) (-323.552848477757095 > -355.242820297648393). 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) (-323.636086921669687 > -355.188089676443099). 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) (-352.499536847232150 > -352.876919483916652). 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) (-323.552848477757095 > -355.242820297648393). 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) (-323.636086921669687 > -355.188089676443099). You may want to try with a higher value of support_fraction (current value: 0.552).
2026-06-03 06:02:58,726 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Effective sample size for chrX and chrY obtained
2026-06-03 06:02:58,727 - 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 06:03:02,022 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Double norm values obtained
2026-06-03 06:03:02,022 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Format and write the data for sample-probe combinations
2026-06-03 06:04:09,153 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Sample-probe data written
2026-06-03 06:04:09,154 - 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.
2026-06-03 06:04:17,568 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Sample-level metrics written
2026-06-03 06:04:17,569 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Save ploidy estimates
2026-06-03 06:04:17,583 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Batch pre-processing complete