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
7a638f2

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
9f8cae4

Commits on Feb 12, 2025

Merge branch 'master' into jv/experimental-fix_different_num_of_classes_between_y_true_and_y_pred
valosekj
committed
6921a64
Set default LogisticRegression solver to saga to make it working for RFE
valosekj
committed
e2f501a

Commits on Feb 13, 2025

Merge branch 'master' into jv/experimental-fix_different_num_of_classes_between_y_true_and_y_pred
valosekj
committed
e46d306

Commits on Feb 15, 2025

Add a script to inspect and plot output db
valosekj
committed
b5cc4d1

Commits on Feb 20, 2025

Add `y_true_collector` and `y_pred_proba_collector` metrics
valosekj
committed
f681fad
Move getting the best replicate into a function
valosekj
committed
707fe6b
Remove empty lines
valosekj
committed
c5c61a3

Commits on Feb 21, 2025

Return `best_models_dict` by `get_best_replicate`
valosekj
committed
a2f5934
Plot ROC
valosekj
committed
d69a385
Keep only the models we are interested in
valosekj
committed
adab105
Improve figure titles
valosekj
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e58a68f
Plot the mean ± std ROC curve for each model across replicates.
valosekj
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c14c7aa
Unify titles across figures
valosekj
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c55c2f4

Commits on Feb 24, 2025

include metric (e.g., 'balanced_accuracy (test)' or 'balanced_accuracy (validate)') to ROC figure fnames
valosekj
committed
0b3ad3d

Commits on Apr 2, 2025

Add max_iter parameter to log_reg configuration
valosekj
committed
917f4ab

Commits on Apr 10, 2025

Add proper argparse
valosekj
committed
928df4a
Get unique targets dynamically and iterate over them
valosekj
committed
bedb126

Commits on Sep 17, 2025

Commits on Oct 7, 2025

Swapped SHAP values from list to dict (bound by feature name)
SomeoneInParticular
committed
6c6d3e9

Commits on Nov 23, 2025

Fixed error when a model cannot natively be parsed by SHAP.
SomeoneInParticular
committed
54cbe33

Commits on Nov 26, 2025

Commits on Dec 4, 2025

Added catch for homogeneity when running SHAP tests.
SomeoneInParticular
committed
a2bf6c8

Commits on Feb 26, 2026