Feature Selection#
compute_iv()- Compute Information Value (IV) for featuresfeature_stability_index()- Measure feature importance stabilityCorrelationSelector- Select features by correlation thresholdFeatureStabilitySelector- Select features by stability scoreInformationValueSelector- Select features by information valueMutualInformationSelector- Select features by mutual informationPermutationImportanceSelector- Select features by permutation importancePSIFilter- Filter features by population stability indexselect_k_best_stable_features()- Select the top stable features