Created
June 10, 2019 04:11
-
-
Save aswalin/c0c836a0006d6e2343d38a5a4c2abb8e to your computer and use it in GitHub Desktop.
shap
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| shap_values = model.get_feature_importance(Pool(X_test, label=y_test,cat_features=categorical_features_indices), | |
| type="ShapValues") | |
| expected_value = shap_values[0,-1] | |
| shap_values = shap_values[:,:-1] | |
| shap.initjs() | |
| shap.force_plot(expected_value, shap_values[3,:], X_test.iloc[3,:]) |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment