dataeval.shift.DriftKNeighbors.Stats¶

class dataeval.shift.DriftKNeighbors.Stats¶

Statistics from K-Nearest Neighbors drift detection.

p_val¶

P-value from Mann-Whitney U test on k-NN distances, between 0 and 1.

Type:¶

float

mean_ref_distance¶

Mean k-NN distance in the reference set (baseline).

Type:¶

float

mean_test_distance¶

Mean k-NN distance for the test samples.

Type:¶

float