feature_importance#

Feature importance functions.

Functions

compute_attrs_score_gains(x, x_counts, y, ...)

Compute feature importance for a single reduct

compute_objs_attrs_score_gains(x, x_counts, ...)

Compute feature importance for a single reduct

get_feature_importance(x, x_counts, y, ...)

Compute feature importance for a given collection of reducts

get_feature_importance_for_objs_attrs(x, ...)

Compute feature importance for a given collection of bireducts

Classes

AttrsSubsetScoreGain(global_gain)

ObjsAttrsSubsetScoreGain(global_gain, local_gain)