dataeval.shift.DriftDomainClassifier.Config¶

class dataeval.shift.DriftDomainClassifier.Config¶

Configuration for DriftDomainClassifier detector.

n_folds¶

Number of cross-validation folds.

Type:¶

int, default 5

threshold¶

Threshold for drift detection.

Type:¶

float or tuple[float, float], default 0.55

extractor¶

Feature extractor for transforming input data before drift detection.

Type:¶

FeatureExtractor or None, default None

update_strategy¶

Strategy for updating reference data over time.

Type:¶

UpdateStrategy or None, default None