Feature Importance — Glossary

feature_importance

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Definition

How much each feature contributes to model predictions. Impurity importance is computed inside trees; permutation importance measures the accuracy drop when the feature is shuffled.

Examples

COVER_TOTAL_JUL ranked #1.

Related terms

Permutation Importance SHAP Value Permutation Importance