dataeval.shift.OODKNeighbors.Config¶

class dataeval.shift.OODKNeighbors.Config¶

Configuration for OODKNeighbors detector.

k¶

Number of nearest neighbors to consider.

Type:¶

int, default 10

distance_metric¶

Distance metric to use.

Type:¶

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

threshold_perc¶

Percentage of reference data considered normal.

Type:¶

float, default 95.0

extractor¶

Feature extractor for transforming input data before scoring.

Type:¶

FeatureExtractor or None, default None