dataeval.shift.DriftWasserstein.Config¶

class dataeval.shift.DriftWasserstein.Config¶

Configuration for DriftWasserstein detector.

ratio_threshold¶

Distance ratio above which drift is declared, per feature.

Type:¶

float, default 1.4

n_features¶

Number of features to analyse.

Type:¶

int or None, default None

update_strategy¶

Strategy for updating reference data over time.

Type:¶

UpdateStrategy or None, default None

extractor¶

Feature extractor for transforming input data before drift detection.

Type:¶

FeatureExtractor or None, default None