get_arfs_mean_feature_importances

get_arfs_mean_feature_importances#

mlproject.postprocess.feature_importances.get_arfs_mean_feature_importances(models_parent_dir, target_name)[source]#

Get mean feature importances across GrootCV runs.

Parameters:
  • models_parent_dir (str) – Directory containing rf_*_pipeline.pkl files.

  • target_name (str) – Target variable name used in model filenames.

Returns:

arfs_df – Mean sorted arfs feature importance.

Return type:

pd.DataFrame