Exercise

Finding key heart disease predictors with SHAP

Your task is to use SHAP to understand how different features in a pre-trained RandomForestClassifier model influence predictions for heart disease.

X containing the features and y containing the labels, and the random forest classifier model have been pre-loaded for you.

Instructions

100 XP

Create a SHAP tree explainer named explainer.
Compute shap_values.
Compute the mean absolute SHAP values mean_abs_shap.

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Instructions

Exercise