dataeval.bias.Balance.Config¶

class dataeval.bias.Balance.Config¶

Configuration for Balance evaluator.

num_neighbors¶

Number of points to consider as neighbors.

Type:¶

int, default 5

class_imbalance_threshold¶

Threshold for identifying imbalanced classes.

Type:¶

float, default 0.3

factor_correlation_threshold¶

Threshold for identifying highly correlated metadata factors.

Type:¶

float, default 0.5