enh: Log feature importances after Random Forest training . Closes #1050#1065
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regulartim merged 1 commit intoGreedyBear-Project:developfrom Mar 18, 2026
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Signed-off-by: Drona Raj Gyawali <dronarajgyawali@gmail.com>
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Good work, thanks! :)
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Description
This PR adds feature importance logging using
feature_importances_, which Random Forest models expose for free after.fit().random_forest.py: after training, retrievefeature_importances_, map to column names, sort descending, and logtest_rf_models.py: addTestFeatureImportanceLoggingto verify the importance block appears in logsExample Log:
Related issues
closes: #1050
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<feature name>. Closes #999develop.develop.Docs and tests
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