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SHAP Support + Various Bug Fixes#45

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SomeoneInParticular merged 32 commits into
masterfrom
tmp/shap_jan_merged
Feb 26, 2026
Merged

SHAP Support + Various Bug Fixes#45
SomeoneInParticular merged 32 commits into
masterfrom
tmp/shap_jan_merged

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@SomeoneInParticular
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This is a super PR containing a large number of additions and fixes, discovered during the tSCI project conducted with @valosekj. Notable changes include:

  • SHAP-based feature importance added
  • Low-Variance Feature Dropping hook added
  • Several bugfixes

valosekj and others added 30 commits January 21, 2025 17:06
…true_and_y_pred' of github.com:SomeoneInParticular/modular_optuna_ml into jv/experimental-fix_different_num_of_classes_between_y_true_and_y_pred
To collect true binary labels and predicted probabilities for ROC curve generation
…m_of_classes_between_y_true_and_y_pred' into tmp/shap_jan_merged

# Conflicts:
#	data/hooks/feature_selection.py
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SomeoneInParticular commented Feb 26, 2026

Fixes #37

@SomeoneInParticular SomeoneInParticular merged commit 438f7d1 into master Feb 26, 2026
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2 participants