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==> STAGING COMPLETE (77 inputs)

mkdir -p failed for path /.config/matplotlib: [Errno 13] Permission denied: '/.config'
Matplotlib created a temporary cache directory at /tmp/matplotlib-4_htpkvh because there was an issue with the default path (/.config/matplotlib); it is highly recommended to set the MPLCONFIGDIR environment variable to a writable directory, in particular to speed up the import of Matplotlib and to better support multiprocessing.
2026-06-03 04:43:52,783 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Load count data for processing
2026-06-03 04:44:14,736 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Data loaded
2026-06-03 04:44:14,747 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Find low probe mask, low sample mask, and 2D outlier mask. Autosomes only.
2026-06-03 04:44:14,859 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 0, outliers: 1396152
2026-06-03 04:44:19,948 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 1, outliers: 275599
2026-06-03 04:44:24,948 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 2, outliers: 20895
2026-06-03 04:44:30,596 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 3, outliers: 4833
2026-06-03 04:44:36,870 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 4, outliers: 1712
2026-06-03 04:44:43,214 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 5, outliers: 629
2026-06-03 04:44:49,512 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 6, outliers: 228
2026-06-03 04:44:55,461 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 7, outliers: 96
2026-06-03 04:45:00,855 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 8, outliers: 34
2026-06-03 04:45:06,499 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 9, outliers: 17
2026-06-03 04:45:11,612 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 10, outliers: 7
2026-06-03 04:45:16,539 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 11, outliers: 4
2026-06-03 04:45:21,423 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 12, outliers: 4
2026-06-03 04:45:26,299 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 13, outliers: 3
2026-06-03 04:45:31,634 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 14, outliers: 6
2026-06-03 04:45:37,373 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 15, outliers: 5
2026-06-03 04:45:43,090 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 16, outliers: 4
2026-06-03 04:45:48,804 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 17, outliers: 3
2026-06-03 04:45:54,549 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 18, outliers: 4
2026-06-03 04:46:00,279 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 19, outliers: 2
2026-06-03 04:46:06,084 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 20, outliers: 1
2026-06-03 04:46:11,890 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 21, outliers: 0
2026-06-03 04:46:17,758 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Masks obtained
2026-06-03 04:46:17,758 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Correct counts based on melting temperature
2026-06-03 04:46:22,747 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Corrected counts obtained
2026-06-03 04:46:22,751 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Refind masks with melting-temperature corrected counts. Autosomes only.
2026-06-03 04:46:22,871 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 0, outliers: 1396152
2026-06-03 04:46:29,774 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 1, outliers: 267351
2026-06-03 04:46:36,980 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 2, outliers: 19489
2026-06-03 04:46:44,645 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 3, outliers: 4441
2026-06-03 04:46:52,250 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 4, outliers: 1420
2026-06-03 04:46:59,751 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 5, outliers: 546
2026-06-03 04:47:07,248 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 6, outliers: 181
2026-06-03 04:47:14,694 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 7, outliers: 61
2026-06-03 04:47:22,101 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 8, outliers: 18
2026-06-03 04:47:29,408 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 9, outliers: 13
2026-06-03 04:47:36,126 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 10, outliers: 7
2026-06-03 04:47:42,282 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 11, outliers: 0
2026-06-03 04:47:47,869 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Masks obtained, from melting-temperature corrected counts
2026-06-03 04:47:47,869 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Redo melting-temperature correction with new masks
2026-06-03 04:48:29,017 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Corrected counts obtained, using second round of masks
2026-06-03 04:48:29,017 - 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) (-184.265293097018116 > -184.518103103418667). 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) (-184.265293097018116 > -184.518103103418667). 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) (-171.948304802571812 > -173.868894851428252). You may want to try with a higher value of support_fraction (current value: 0.586).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-172.184074600206799 > -173.488856128432161). You may want to try with a higher value of support_fraction (current value: 0.586).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-171.948304802571812 > -173.868894851428252). You may want to try with a higher value of support_fraction (current value: 0.586).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-172.184074600206799 > -173.488856128432161). You may want to try with a higher value of support_fraction (current value: 0.586).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-171.948304802571812 > -173.868894851428252). You may want to try with a higher value of support_fraction (current value: 0.586).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-172.184074600206799 > -173.488856128432161). You may want to try with a higher value of support_fraction (current value: 0.586).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-171.948304802571812 > -173.868894851428252). You may want to try with a higher value of support_fraction (current value: 0.586).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-172.184074600206799 > -173.488856128432161). You may want to try with a higher value of support_fraction (current value: 0.586).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-171.948304802571812 > -173.868894851428252). You may want to try with a higher value of support_fraction (current value: 0.586).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-172.184074600206799 > -173.488856128432161). You may want to try with a higher value of support_fraction (current value: 0.586).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-8.077905066306496 > -42.620232958112922). 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) (-8.077905066306496 > -42.620232958112922). 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) (-8.077905066306496 > -42.620232958112922). 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) (-8.077905066306496 > -42.620232958112922). 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) (-8.077905066306496 > -42.620232958112922). 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) (-8.077905066306496 > -42.620232958112922). 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) (-8.077905066306496 > -42.620232958112922). 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) (-4.726852845730741 > -41.024809785177474). 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) (-4.726852845730741 > -41.024809785177474). 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) (-4.726852845730741 > -41.024809785177474). 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) (-4.726852845730741 > -41.024809785177474). 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) (-70.317710279328736 > -104.851795089630571). You may want to try with a higher value of support_fraction (current value: 0.592).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-70.057063440615735 > -102.124538071261341). You may want to try with a higher value of support_fraction (current value: 0.592).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-74.378125969355182 > -107.903415892033649). You may want to try with a higher value of support_fraction (current value: 0.592).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-74.708827020152498 > -108.748069999180217). You may want to try with a higher value of support_fraction (current value: 0.592).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-88.322695857275434 > -113.702521536551288). You may want to try with a higher value of support_fraction (current value: 0.592).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-84.293032141499793 > -111.567072431637143). You may want to try with a higher value of support_fraction (current value: 0.606).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-79.211633183992092 > -140.252894721630327). You may want to try with a higher value of support_fraction (current value: 0.592).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-71.367312635841515 > -136.454634475952645). You may want to try with a higher value of support_fraction (current value: 0.592).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-74.149654752920725 > -139.848139217791726). You may want to try with a higher value of support_fraction (current value: 0.592).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-60.376158249847677 > -88.186228593570007). 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) (-59.705810030767715 > -87.672617098129095). 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) (-60.376158249847677 > -88.194010734012053). 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) (-7.749110376998766 > -42.748000559268476). 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) (-7.749110376998766 > -42.748000559268476). 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) (-7.749110376998766 > -42.748000559268476). 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) (-7.749110376998766 > -42.748000559268476). 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) (-7.749110376998766 > -42.748000559268476). 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) (-7.749110376998766 > -42.748000559268476). 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) (-7.749110376998766 > -42.748000559268476). 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) (-7.749110376998766 > -42.748000559268476). 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) (-7.749110376998766 > -42.748000559268476). 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) (-7.749110376998766 > -42.748000559268476). 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) (-78.464957616198433 > -114.528491219788719). You may want to try with a higher value of support_fraction (current value: 0.592).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-50.983135390046172 > -84.535046684596395). You may want to try with a higher value of support_fraction (current value: 0.563).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-50.983135390046172 > -84.535046684596395). You may want to try with a higher value of support_fraction (current value: 0.563).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-50.983135390046172 > -84.535046684596395). You may want to try with a higher value of support_fraction (current value: 0.563).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-221.883215986821227 > -223.299310660940250). You may want to try with a higher value of support_fraction (current value: 0.606).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-223.312952448751560 > -223.960583444776091). You may want to try with a higher value of support_fraction (current value: 0.606).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-223.236670587627600 > -253.809803390603832). You may want to try with a higher value of support_fraction (current value: 0.606).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-193.259591784491846 > -194.788886732527089). You may want to try with a higher value of support_fraction (current value: 0.606).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-192.399752357777743 > -195.234223190282677). You may want to try with a higher value of support_fraction (current value: 0.606).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-219.612919370685717 > -249.514254044355084). You may want to try with a higher value of support_fraction (current value: 0.606).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-218.986612065727684 > -219.860726025001355). You may want to try with a higher value of support_fraction (current value: 0.606).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-216.454530314858232 > -217.709111729350525). You may want to try with a higher value of support_fraction (current value: 0.606).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-142.131732005365961 > -144.077642154424751). You may want to try with a higher value of support_fraction (current value: 0.606).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-139.829055055369651 > -140.445241194792459). You may want to try with a higher value of support_fraction (current value: 0.606).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-160.901985955169351 > -162.898045887910087). You may want to try with a higher value of support_fraction (current value: 0.606).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-170.518549333288775 > -198.955033089827026). 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) (-200.663069662615897 > -201.472874288256122). 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) (-200.712603597738166 > -203.337547933236891). 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) (-170.518549333288775 > -198.955033089827026). 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) (-200.663069662615897 > -201.472874288256122). 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) (-200.712603597738166 > -203.337547933236891). 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) (-170.518549333288775 > -198.955033089827026). 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) (-200.663069662615897 > -201.472874288256122). 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) (-200.712603597738166 > -203.337547933236891). 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) (-113.984859731625107 > -202.512109856528980). You may want to try with a higher value of support_fraction (current value: 0.592).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-80.246338451975049 > -199.606688723825528). You may want to try with a higher value of support_fraction (current value: 0.592).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-81.837722718127964 > -200.903218362489923). You may want to try with a higher value of support_fraction (current value: 0.592).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-9.646626767212727 > -43.696758729594478). You may want to try with a higher value of support_fraction (current value: 0.533).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-72.540074223825030 > -74.890005437641264). You may want to try with a higher value of support_fraction (current value: 0.595).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-72.540074223825030 > -74.890005437641264). You may want to try with a higher value of support_fraction (current value: 0.595).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-72.540074223825030 > -74.890005437641264). You may want to try with a higher value of support_fraction (current value: 0.595).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-60.142603172939957 > -63.594030085591001). 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) (-60.142603172939957 > -63.594030085591001). 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) (-248.359554395522622 > -285.540964523807190). You may want to try with a higher value of support_fraction (current value: 0.627).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-247.013375755649633 > -248.601776985878502). You may want to try with a higher value of support_fraction (current value: 0.627).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-247.013375755649633 > -248.601776985878502). You may want to try with a higher value of support_fraction (current value: 0.627).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-139.846918207049924 > -140.276872769802651). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-229.521615998051516 > -231.862527580843988). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-227.108671573113043 > -230.249427968064083). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-256.825357796240269 > -259.178163082047490). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-139.846918207049924 > -140.276872769802651). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-229.521615998051516 > -231.862527580843988). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-227.108671573113043 > -230.249427968064083). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-256.825357796240269 > -259.178163082047490). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-139.846918207049924 > -140.276872769802651). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-229.521615998051516 > -231.862527580843988). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-227.108671573113043 > -230.249427968064083). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-256.825357796240269 > -259.178163082047490). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-139.846918207049924 > -140.276872769802651). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-229.521615998051516 > -231.862527580843988). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-227.108671573113043 > -230.249427968064083). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-256.825357796240269 > -259.178163082047490). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-139.846918207049924 > -140.276872769802651). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-229.521615998051516 > -231.862527580843988). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-227.108671573113043 > -230.249427968064083). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-256.825357796240269 > -259.178163082047490). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-139.846918207049924 > -140.276872769802651). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-229.521615998051516 > -231.862527580843988). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-227.108671573113043 > -230.249427968064083). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-256.825357796240269 > -259.178163082047490). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-139.846918207049924 > -140.276872769802651). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-229.521615998051516 > -231.862527580843988). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-227.108671573113043 > -230.249427968064083). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-256.825357796240269 > -259.178163082047490). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-139.846918207049924 > -140.276872769802651). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-229.521615998051516 > -231.862527580843988). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-227.108671573113043 > -230.249427968064083). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-256.825357796240269 > -259.178163082047490). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-139.846918207049924 > -140.276872769802651). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-229.521615998051516 > -231.862527580843988). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-227.108671573113043 > -230.249427968064083). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-256.825357796240269 > -259.178163082047490). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-257.934436599217236 > -258.939597717729839). You may want to try with a higher value of support_fraction (current value: 0.621).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-258.393437794995464 > -259.092149048503416). You may want to try with a higher value of support_fraction (current value: 0.631).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-218.851259101961347 > -219.432346101026525). You may want to try with a higher value of support_fraction (current value: 0.615).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-73.789794695166137 > -75.050048335394251). You may want to try with a higher value of support_fraction (current value: 0.652).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-71.544391220332500 > -73.907600935143051). You may want to try with a higher value of support_fraction (current value: 0.652).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-73.789794695166137 > -75.050048335394251). You may want to try with a higher value of support_fraction (current value: 0.652).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-71.544391220332500 > -73.907600935143051). You may want to try with a higher value of support_fraction (current value: 0.652).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-73.789794695166137 > -75.050048335394251). You may want to try with a higher value of support_fraction (current value: 0.652).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-71.544391220332500 > -73.907600935143051). You may want to try with a higher value of support_fraction (current value: 0.652).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-73.789794695166137 > -75.050048335394251). You may want to try with a higher value of support_fraction (current value: 0.652).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-71.544391220332500 > -73.907600935143051). You may want to try with a higher value of support_fraction (current value: 0.652).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-73.789794695166137 > -75.050048335394251). You may want to try with a higher value of support_fraction (current value: 0.652).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-71.544391220332500 > -73.907600935143051). You may want to try with a higher value of support_fraction (current value: 0.652).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-218.652420118498839 > -220.488850569197240). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-208.897552646312391 > -211.006746896889837). You may want to try with a higher value of support_fraction (current value: 0.609).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-181.459003071461126 > -181.912765302580880). You may want to try with a higher value of support_fraction (current value: 0.661).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-180.366009052093375 > -180.529016523275033). You may want to try with a higher value of support_fraction (current value: 0.661).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-135.994058922319738 > -139.482242869261370). You may want to try with a higher value of support_fraction (current value: 0.630).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-140.755648427200839 > -178.250228182827101). You may want to try with a higher value of support_fraction (current value: 0.630).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-135.994058922319738 > -139.482242869261370). You may want to try with a higher value of support_fraction (current value: 0.630).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-140.755648427200839 > -178.250228182827101). You may want to try with a higher value of support_fraction (current value: 0.630).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-180.065320714905084 > -183.775771507144469). You may want to try with a higher value of support_fraction (current value: 0.586).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-180.065320714905084 > -181.705129703639642). You may want to try with a higher value of support_fraction (current value: 0.586).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-180.065320714905084 > -183.775771507144469). You may want to try with a higher value of support_fraction (current value: 0.586).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-114.039279169295497 > -114.133265910794620). You may want to try with a higher value of support_fraction (current value: 0.591).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-114.039279169295497 > -114.133265910794620). You may want to try with a higher value of support_fraction (current value: 0.591).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-203.995552226020180 > -205.570167790315537). You may want to try with a higher value of support_fraction (current value: 0.606).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-205.104352153288858 > -207.465579315624609). You may want to try with a higher value of support_fraction (current value: 0.606).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-204.214571597030044 > -204.670241827961604). You may want to try with a higher value of support_fraction (current value: 0.606).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-202.144971474996424 > -202.252849788198631). You may want to try with a higher value of support_fraction (current value: 0.606).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-203.899486447041483 > -204.191066168100662). You may want to try with a higher value of support_fraction (current value: 0.606).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-203.995552226020180 > -205.570167790315537). You may want to try with a higher value of support_fraction (current value: 0.606).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-205.104352153288858 > -207.465579315624609). You may want to try with a higher value of support_fraction (current value: 0.606).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-204.214571597030044 > -204.670241827961604). You may want to try with a higher value of support_fraction (current value: 0.606).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-202.144971474996424 > -202.252849788198631). You may want to try with a higher value of support_fraction (current value: 0.606).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-203.899486447041483 > -204.191066168100662). You may want to try with a higher value of support_fraction (current value: 0.606).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-251.556223338435700 > -252.953153947704607). You may want to try with a higher value of support_fraction (current value: 0.621).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-252.795542688115717 > -253.582551043812032). You may want to try with a higher value of support_fraction (current value: 0.621).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-251.193846696720556 > -251.575428323878384). You may want to try with a higher value of support_fraction (current value: 0.621).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-251.731758561305497 > -251.871897722386791). You may want to try with a higher value of support_fraction (current value: 0.621).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-249.510234628835974 > -253.312011226662321). You may want to try with a higher value of support_fraction (current value: 0.621).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-251.556223338435700 > -252.953153947704607). You may want to try with a higher value of support_fraction (current value: 0.621).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-252.795542688115717 > -253.582551043812032). You may want to try with a higher value of support_fraction (current value: 0.621).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-251.193846696720556 > -251.575428323878384). You may want to try with a higher value of support_fraction (current value: 0.621).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-251.731758561305497 > -251.871897722386791). You may want to try with a higher value of support_fraction (current value: 0.621).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-249.510234628835974 > -253.312011226662321). You may want to try with a higher value of support_fraction (current value: 0.621).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-312.243440184553378 > -314.236080718558014). You may want to try with a higher value of support_fraction (current value: 0.652).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-309.202449690163803 > -311.227733402021954). You may want to try with a higher value of support_fraction (current value: 0.652).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-314.617041855922082 > -317.000298368063397). You may want to try with a higher value of support_fraction (current value: 0.652).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-312.243440184553378 > -314.236080718558014). You may want to try with a higher value of support_fraction (current value: 0.652).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-309.202449690163803 > -311.227733402021954). You may want to try with a higher value of support_fraction (current value: 0.652).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-314.617041855922082 > -317.000298368063397). You may want to try with a higher value of support_fraction (current value: 0.652).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-197.510297287704418 > -197.766884118633442). You may want to try with a higher value of support_fraction (current value: 0.654).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-190.061849819352602 > -190.870268655777409). You may want to try with a higher value of support_fraction (current value: 0.654).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-187.726689282255336 > -188.288012649638318). You may want to try with a higher value of support_fraction (current value: 0.654).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-288.940854320943117 > -289.786306509245719). You may want to try with a higher value of support_fraction (current value: 0.621).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-261.893342088582358 > -263.862578528536460). You may want to try with a higher value of support_fraction (current value: 0.621).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-265.618048504879766 > -266.477246274853997). You may want to try with a higher value of support_fraction (current value: 0.621).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-261.893342088582358 > -263.862578528536460). You may want to try with a higher value of support_fraction (current value: 0.621).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-265.618048504879766 > -266.477246274853997). You may want to try with a higher value of support_fraction (current value: 0.621).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-261.893342088582358 > -263.862578528536460). You may want to try with a higher value of support_fraction (current value: 0.621).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-265.618048504879766 > -266.477246274853997). You may want to try with a higher value of support_fraction (current value: 0.621).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-261.893342088582358 > -263.862578528536460). You may want to try with a higher value of support_fraction (current value: 0.621).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-265.618048504879766 > -266.477246274853997). You may want to try with a higher value of support_fraction (current value: 0.621).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-261.893342088582358 > -263.862578528536460). You may want to try with a higher value of support_fraction (current value: 0.621).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-265.618048504879766 > -266.477246274853997). You may want to try with a higher value of support_fraction (current value: 0.621).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-261.893342088582358 > -263.862578528536460). You may want to try with a higher value of support_fraction (current value: 0.621).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-265.618048504879766 > -266.477246274853997). You may want to try with a higher value of support_fraction (current value: 0.621).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-261.893342088582358 > -263.862578528536460). You may want to try with a higher value of support_fraction (current value: 0.621).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-265.618048504879766 > -266.477246274853997). You may want to try with a higher value of support_fraction (current value: 0.621).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-200.986330945801654 > -201.090819257306833). You may want to try with a higher value of support_fraction (current value: 0.650).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-226.502800071253802 > -231.490313287748563). You may want to try with a higher value of support_fraction (current value: 0.650).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-199.146869696100453 > -199.741655887796810). You may want to try with a higher value of support_fraction (current value: 0.650).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-200.986330945801654 > -201.090819257306833). You may want to try with a higher value of support_fraction (current value: 0.650).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-226.502800071253802 > -231.490313287748563). You may want to try with a higher value of support_fraction (current value: 0.650).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-199.146869696100453 > -199.741655887796810). You may want to try with a higher value of support_fraction (current value: 0.650).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-200.986330945801654 > -201.090819257306833). You may want to try with a higher value of support_fraction (current value: 0.650).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-226.502800071253802 > -231.490313287748563). You may want to try with a higher value of support_fraction (current value: 0.650).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-199.146869696100453 > -199.741655887796810). You may want to try with a higher value of support_fraction (current value: 0.650).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-200.986330945801654 > -201.090819257306833). You may want to try with a higher value of support_fraction (current value: 0.650).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-226.502800071253802 > -231.490313287748563). You may want to try with a higher value of support_fraction (current value: 0.650).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-199.146869696100453 > -199.741655887796810). You may want to try with a higher value of support_fraction (current value: 0.650).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-200.986330945801654 > -201.090819257306833). You may want to try with a higher value of support_fraction (current value: 0.650).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-226.502800071253802 > -231.490313287748563). You may want to try with a higher value of support_fraction (current value: 0.650).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-199.146869696100453 > -199.741655887796810). You may want to try with a higher value of support_fraction (current value: 0.650).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-200.986330945801654 > -201.090819257306833). You may want to try with a higher value of support_fraction (current value: 0.650).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-226.502800071253802 > -231.490313287748563). You may want to try with a higher value of support_fraction (current value: 0.650).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-199.146869696100453 > -199.741655887796810). You may want to try with a higher value of support_fraction (current value: 0.650).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-200.986330945801654 > -201.090819257306833). You may want to try with a higher value of support_fraction (current value: 0.650).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-226.502800071253802 > -231.490313287748563). You may want to try with a higher value of support_fraction (current value: 0.650).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-199.146869696100453 > -199.741655887796810). You may want to try with a higher value of support_fraction (current value: 0.650).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-200.986330945801654 > -201.090819257306833). You may want to try with a higher value of support_fraction (current value: 0.650).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-226.502800071253802 > -231.490313287748563). You may want to try with a higher value of support_fraction (current value: 0.650).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-199.146869696100453 > -199.741655887796810). You may want to try with a higher value of support_fraction (current value: 0.650).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-236.668611135147273 > -237.566537531863247). You may want to try with a higher value of support_fraction (current value: 0.632).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-231.801012948476370 > -234.792071731042256). You may want to try with a higher value of support_fraction (current value: 0.632).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-233.356010315145141 > -233.422079017152271). You may want to try with a higher value of support_fraction (current value: 0.632).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-202.947717523772440 > -204.125230010036773). You may want to try with a higher value of support_fraction (current value: 0.632).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-220.030484653625422 > -223.496220588635708). 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) (-248.972366944473151 > -251.862738702368233). 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) (-196.575526113730831 > -199.030664872146559). 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) (-249.645330925566526 > -251.096355647762493). 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) (-249.318475647883986 > -251.935640107212691). 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) (-195.828389031771678 > -196.819996874943087). 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) (-253.357904808081230 > -254.051051957229333). 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) (-51.974147954764447 > -74.952850850675105). You may want to try with a higher value of support_fraction (current value: 0.559).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-50.777417423282152 > -139.653809627370379). 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) (-61.116134261360131 > -113.952373585588134). 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) (-61.116134261360131 > -115.338667946711098). 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) (-57.799494786398625 > -113.568445589117346). 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) (-59.691486758664070 > -111.986196694167234). 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) (-50.777417423282152 > -139.653809627370379). 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) (-61.116134261360131 > -113.952373585588134). 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) (-61.116134261360131 > -115.338667946711098). 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) (-57.799494786398625 > -113.568445589117346). 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) (-59.691486758664070 > -111.986196694167234). 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) (-71.744418164770593 > -134.206654544129776). You may want to try with a higher value of support_fraction (current value: 0.603).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-138.558314171919108 > -138.898810060730312). You may want to try with a higher value of support_fraction (current value: 0.603).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-140.233399518614590 > -140.284313745448685). You may want to try with a higher value of support_fraction (current value: 0.603).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-138.558314171919108 > -138.898810060730312). You may want to try with a higher value of support_fraction (current value: 0.603).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-140.233399518614590 > -140.284313745448685). You may want to try with a higher value of support_fraction (current value: 0.603).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-138.558314171919108 > -138.898810060730312). You may want to try with a higher value of support_fraction (current value: 0.603).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-140.233399518614590 > -140.284313745448685). You may want to try with a higher value of support_fraction (current value: 0.603).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-35.191921554477098 > -58.481827692850921). You may want to try with a higher value of support_fraction (current value: 0.579).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-69.094336347617741 > -69.398267932064812). You may want to try with a higher value of support_fraction (current value: 0.586).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-128.665810022128824 > -129.804876991292502). You may want to try with a higher value of support_fraction (current value: 0.639).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-213.942266415685140 > -214.476392569353891). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-191.419546471590252 > -191.504333526706205). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-214.988251371585136 > -215.259532366336202). You may want to try with a higher value of support_fraction (current value: 0.629).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-184.766515511357142 > -185.587963045927410). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-185.817372694092171 > -186.342747502025333). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-205.188045828288722 > -214.109690383168527). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-143.248115281613565 > -143.667815422035602). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-144.804301896331026 > -147.320539285967129). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-164.650886038087464 > -164.973885451520971). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-166.407623178929185 > -166.968966501324530). You may want to try with a higher value of support_fraction (current value: 0.635).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-168.133531925737714 > -193.318402785928299). You may want to try with a higher value of support_fraction (current value: 0.737).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-178.880399510783519 > -218.017379738742761). You may want to try with a higher value of support_fraction (current value: 0.737).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-173.617513966912952 > -173.797082578005131). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-196.003511481022770 > -202.356584466206726). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-171.152755598026914 > -171.579632533531054). You may want to try with a higher value of support_fraction (current value: 0.688).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-166.228733599810909 > -166.361813845327191). You may want to try with a higher value of support_fraction (current value: 0.702).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-181.552430595177640 > -181.839332614871523). You may want to try with a higher value of support_fraction (current value: 0.714).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-167.004537339007697 > -169.203428188762899). You may want to try with a higher value of support_fraction (current value: 0.721).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-167.004537339013126 > -167.552854729436035). You may want to try with a higher value of support_fraction (current value: 0.721).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-150.331565414831203 > -151.351896813355211). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-184.621928311765004 > -184.782509764281798). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-136.428928512628914 > -137.664632696833934). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-135.985481188018724 > -136.506495271135265). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-163.541112444456559 > -165.853866267115649). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-149.069259065537437 > -149.833363922717211). You may want to try with a higher value of support_fraction (current value: 0.698).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-133.229904253557777 > -166.904365228700527). You may want to try with a higher value of support_fraction (current value: 0.636).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-158.393206012194753 > -159.504961454019792). You may want to try with a higher value of support_fraction (current value: 0.636).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-206.539733571468901 > -225.774734873446249). You may want to try with a higher value of support_fraction (current value: 0.636).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-134.897458255476153 > -136.449221161946753). You may want to try with a higher value of support_fraction (current value: 0.636).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-160.720320839635662 > -162.791745266815894). You may want to try with a higher value of support_fraction (current value: 0.636).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-122.031192417658815 > -122.640007041109982). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-122.031192417658815 > -122.640007041109982). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-122.031192417658815 > -122.640007041109982). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-122.031192417658815 > -122.640007041109982). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-122.031192417658815 > -122.640007041109982). You may want to try with a higher value of support_fraction (current value: 0.677).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-59.464916638039405 > -127.317390623914235). You may want to try with a higher value of support_fraction (current value: 0.588).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-52.403969303248928 > -113.612341837324763). You may want to try with a higher value of support_fraction (current value: 0.576).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-52.403969303248928 > -114.392500394874347). You may want to try with a higher value of support_fraction (current value: 0.576).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-48.685756677795510 > -111.304943243585029). You may want to try with a higher value of support_fraction (current value: 0.576).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-48.589473844699100 > -110.202457976797831). You may want to try with a higher value of support_fraction (current value: 0.576).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-140.133790028923528 > -169.796499557566307). 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) (-118.552453931418526 > -154.953281661273763). 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) (-127.711222534171981 > -128.404690736371890). You may want to try with a higher value of support_fraction (current value: 0.641).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-78.525199793012845 > -80.471109942124400). 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) (-78.525199793012845 > -80.471109942124400). 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) (-52.360738173464597 > -82.977137939788122). 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) (-52.103279590461923 > -82.973322622351688). 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) (-52.103279590461923 > -82.973322622351688). 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:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-116.608963604982222 > -117.215612507059490). 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) (-55.585514428465345 > -77.270282431833991). You may want to try with a higher value of support_fraction (current value: 0.579).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-55.585514428465345 > -77.270282431833991). You may want to try with a higher value of support_fraction (current value: 0.579).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-55.585514428465345 > -77.270282431833991). You may want to try with a higher value of support_fraction (current value: 0.579).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-73.472253723372773 > -99.920790517802487). You may want to try with a higher value of support_fraction (current value: 0.574).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-73.472253723372773 > -99.920790517802487). You may want to try with a higher value of support_fraction (current value: 0.574).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-73.472253723372773 > -99.920790517802487). You may want to try with a higher value of support_fraction (current value: 0.574).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-73.472253723372773 > -99.920790517802487). You may want to try with a higher value of support_fraction (current value: 0.574).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-71.056459804393114 > -98.492125079266899). You may want to try with a higher value of support_fraction (current value: 0.593).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-111.590469807494884 > -112.907445725561061). You may want to try with a higher value of support_fraction (current value: 0.620).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-111.590469807494884 > -112.907445725561061). You may want to try with a higher value of support_fraction (current value: 0.620).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-111.590469807494884 > -112.907445725561061). You may want to try with a higher value of support_fraction (current value: 0.620).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-111.590469807494884 > -112.907445725561061). You may want to try with a higher value of support_fraction (current value: 0.620).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-111.590469807494884 > -112.907445725561061). You may want to try with a higher value of support_fraction (current value: 0.620).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-111.590469807494884 > -112.907445725561061). You may want to try with a higher value of support_fraction (current value: 0.620).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-111.590469807494884 > -112.907445725561061). You may want to try with a higher value of support_fraction (current value: 0.620).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-111.590469807494884 > -112.907445725561061). You may want to try with a higher value of support_fraction (current value: 0.620).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-111.590469807494884 > -112.907445725561061). You may want to try with a higher value of support_fraction (current value: 0.620).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-111.590469807494884 > -112.907445725561061). You may want to try with a higher value of support_fraction (current value: 0.620).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-56.742763393089902 > -122.076626220910214). 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) (-56.742763393089902 > -122.076626220910242). 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) (-56.742763393089902 > -122.076626220910242). 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) (-56.742763393089902 > -122.076626220910214). 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) (-56.742763393089902 > -122.076626220910242). 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) (-56.742763393089902 > -122.076626220910242). 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) (-56.742763393089902 > -122.076626220910242). 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) (-88.333264201633469 > -96.915192447382623). 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) (-88.333264201633469 > -96.915192447382623). 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) (-88.333264201633469 > -96.222045266832566). You may want to try with a higher value of support_fraction (current value: 0.577).
2026-06-03 05:00:12,584 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Effective sample size obtained
2026-06-03 05:00:12,586 - 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='B237YJMLT3_1__sex_calls.png'>
/opt/venv/lib/python3.12/site-packages/plotnine/layer.py:374: PlotnineWarning: geom_point : Removed 1 rows containing missing values.
2026-06-03 05:00:52,836 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Ploidy obtained
2026-06-03 05:00:52,836 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Get sample medians adjusting for ploidy and effective sample size
2026-06-03 05:00:54,129 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Sample medians obtained
2026-06-03 05:00:54,129 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Use ploidy information to get the proper masks for chrX and chrY
2026-06-03 05:00:54,129 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - 
2026-06-03 05:00:54,135 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 0, outliers: 18311
2026-06-03 05:00:54,261 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 1, outliers: 33488
2026-06-03 05:00:54,385 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 2, outliers: 1374
2026-06-03 05:00:54,491 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 3, outliers: 290
2026-06-03 05:00:54,624 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 4, outliers: 134
2026-06-03 05:00:54,746 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 5, outliers: 59
2026-06-03 05:00:54,867 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 6, outliers: 15
2026-06-03 05:00:54,983 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 7, outliers: 10
2026-06-03 05:00:55,095 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 8, outliers: 14
2026-06-03 05:00:55,218 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 9, outliers: 7
2026-06-03 05:00:55,335 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 10, outliers: 0
2026-06-03 05:00:55,453 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 0, outliers: 1073
2026-06-03 05:00:55,456 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 1, outliers: 3380
2026-06-03 05:00:55,459 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 2, outliers: 417
2026-06-03 05:00:55,462 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 3, outliers: 102
2026-06-03 05:00:55,465 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 4, outliers: 28
2026-06-03 05:00:55,468 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 5, outliers: 7
2026-06-03 05:00:55,471 - cnv_pipe.cnv_pipe.batch.mask - INFO - Iteration 6, outliers: 0
2026-06-03 05:00:55,475 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Masks for chrX and chrY obtained
2026-06-03 05:00:55,475 - 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:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:793: UserWarning: The covariance matrix associated to your dataset is not full rank
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-48.321540512193707 > -99.535077090585062). You may want to try with a higher value of support_fraction (current value: 0.655).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-67.433558164552451 > -74.725539490077509). You may want to try with a higher value of support_fraction (current value: 0.684).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-67.433558164552451 > -74.725539490077509). You may want to try with a higher value of support_fraction (current value: 0.684).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-67.433558164552451 > -74.725539490077509). You may want to try with a higher value of support_fraction (current value: 0.684).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-5.301233491231656 > -40.965111945806470). You may want to try with a higher value of support_fraction (current value: 0.567).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-5.301233491231656 > -40.965111945806470). You may want to try with a higher value of support_fraction (current value: 0.567).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-5.301233491231656 > -40.965111945806470). You may want to try with a higher value of support_fraction (current value: 0.567).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-5.301233491231656 > -40.965111945806470). You may want to try with a higher value of support_fraction (current value: 0.567).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-5.301233491231656 > -40.965111945806470). You may want to try with a higher value of support_fraction (current value: 0.567).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-5.301233491231656 > -40.965111945806470). You may want to try with a higher value of support_fraction (current value: 0.567).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-5.301233491231656 > -40.965111945806470). You may want to try with a higher value of support_fraction (current value: 0.567).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-5.301233491231656 > -40.965111945806470). You may want to try with a higher value of support_fraction (current value: 0.567).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-5.301233491231656 > -40.965111945806470). You may want to try with a higher value of support_fraction (current value: 0.567).
/opt/venv/lib/python3.12/site-packages/sklearn/covariance/_robust_covariance.py:188: RuntimeWarning: Determinant has increased; this should not happen: log(det) > log(previous_det) (-5.301233491231656 > -40.965111945806470). You may want to try with a higher value of support_fraction (current value: 0.567).
2026-06-03 05:01:25,474 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Effective sample size for chrX and chrY obtained
2026-06-03 05:01:25,475 - 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: 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 05:01:26,614 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Double norm values obtained
2026-06-03 05:01:26,614 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Format and write the data for sample-probe combinations
2026-06-03 05:01:47,967 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Sample-probe data written
2026-06-03 05:01:47,968 - 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.
2026-06-03 05:01:50,636 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Sample-level metrics written
2026-06-03 05:01:50,636 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Save ploidy estimates
2026-06-03 05:01:50,645 - cnv_pipe.cnv_pipe.batch.preprocess - INFO - Batch pre-processing complete