Adaptive Piecewise Local Model-Agnostic Explanations


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Documentation for package ‘aplime’ version 0.1.0

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aplime_bootstrap Bootstrap Intervals for Grouped MARS Coefficients
aplime_csi Coefficient Stability Index
aplime_explain Fit a Local Weighted MARS Explanation
aplime_explainer Create an Adaptive Piecewise Explainer
aplime_knot_report Report Original MARS Hinge Knots
aplime_predict_xgboost Adapt XGBoost Predictions for AP-LIME
aplime_repeat Repeat Local Explanations and Evaluate Stability
aplime_vsi Variable Stability Index
print.aplime_explanation Print an AP-LIME Explanation