Quickstart
ExplainToolkit API
Feature Importance
Feature Effects
Feature Attributions
Local Attributions (SHAP, LIME, TreeInterpreter)
Local Feature Attributions
SHAP-Style Plots
SHAP-Style Plots
Feature Interactions
Multiclass Classification
Plot Configuration
Scikit-Explain
Feature Attributions
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Feature Attributions
Methods for explaining individual predictions by decomposing them into feature contributions.
Local Attributions (SHAP, LIME, TreeInterpreter)
Local Feature Attributions
SHAP-Style Plots
SHAP-Style Plots