dataeval.shift.DriftMMD.Config¶

class dataeval.shift.DriftMMD.Config¶

Configuration for DriftMMD detector.

p_val¶

Significance threshold for statistical tests.

Type:¶

float, default 0.05

sigma¶

Bandwidth parameter(s) for the Gaussian RBF kernel.

Type:¶

Array or None, default None

n_permutations¶

Number of random permutations for the permutation test.

Type:¶

int, default 100

permutation_batch_size¶

Batch size for computing permutations.

Type:¶

int or “auto”, default “auto”

device¶

Hardware device for computation.

Type:¶

DeviceLike 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