dataeval.shift.DriftKNeighbors.Config¶

class dataeval.shift.DriftKNeighbors.Config¶

Configuration for DriftKNeighbors detector.

k¶

Number of nearest neighbors.

Type:¶

int, default 10

distance_metric¶

Distance metric to use.

Type:¶

{“cosine”, “euclidean”}, default “euclidean”

p_val¶

Significance threshold for non-chunked mode.

Type:¶

float, default 0.05

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