rank_shap_feature_indices

Note

This page is a reference documentation. It only explains the function signature, and not how to use it. Please refer to the Habitat Guide and Python API guide (v2.0) for usage.

rank_shap_feature_indices(shap_values: ndarray, *, top_k: int = 3) → ndarray[source]

Rank features by mean absolute SHAP attribution (descending).

Parameters:

  • shap_values – Attribution matrix (n_samples, n_features).

  • top_k – Number of leading indices to return.

Returns:

Integer index array of length min(top_k, n_features).