FEATURE_SELECTION_UTILS

FEATURE_SELECTION_UTILS#

feature_selection_utils.select_features_by_missing_values(data)

This function returns the indices of the features whose missing rates are smaller than the threshold.

feature_selection_utils.select_features_by_variation(data)

This function evaluates the variations of individual features and returns the indices of features with large variations.

feature_selection_utils.select_decorrelated_features(data)

This function selects features whose mutual absolute correlation coefficients are smaller than a threshold.