dataeval.shift.DriftMVDC.Config¶

class dataeval.shift.DriftMVDC.Config¶

Configuration for DriftMVDC detector.

n_folds¶

Number of cross-validation folds.

Type:¶

int, default 5

chunk_size¶

Number of samples in a chunk.

Type:¶

int or None, default None

chunk_count¶

Number of total chunks.

Type:¶

int or None, default None

threshold¶

(lower, upper) metric bounds on roc_auc for drift identification.

Type:¶

tuple[float, float], default (0.45, 0.65)