SHAP Support + Various Bug Fixes#45

Merged

SomeoneInParticular merged 32 commits into

tmp/shap_jan_merged

Feb 26, 2026

Commits on Jan 21, 2025

fix `ValueError: y_true and y_pred contain different number of classes`
valosekj
committed

Commits on Jan 22, 2025

Commits on Jan 28, 2025

Merge branch 'master' into jv/experimental-fix_different_num_of_classes_between_y_true_and_y_pred
valosekj
committed

Commits on Feb 12, 2025

Merge branch 'master' into jv/experimental-fix_different_num_of_classes_between_y_true_and_y_pred
valosekj
committed
Set default LogisticRegression solver to saga to make it working for RFE
valosekj
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Commits on Feb 13, 2025

Merge branch 'master' into jv/experimental-fix_different_num_of_classes_between_y_true_and_y_pred
valosekj
committed

Commits on Feb 15, 2025

Add a script to inspect and plot output db
valosekj
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Commits on Feb 20, 2025

Commits on Feb 24, 2025

include metric (e.g., 'balanced_accuracy (test)' or 'balanced_accuracy (validate)') to ROC figure fnames
valosekj
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Commits on Apr 2, 2025

Add max_iter parameter to log_reg configuration
valosekj
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Commits on Apr 10, 2025

Commits on Sep 17, 2025

Commits on Oct 7, 2025

Swapped SHAP values from list to dict (bound by feature name)
SomeoneInParticular
committed

Commits on Nov 23, 2025

Fixed error when a model cannot natively be parsed by SHAP.
SomeoneInParticular
committed

Commits on Nov 26, 2025

Commits on Dec 4, 2025

Added catch for homogeneity when running SHAP tests.
SomeoneInParticular
committed

Commits on Feb 26, 2026