dataeval.shift.OODDomainClassifier.Config¶

class dataeval.shift.OODDomainClassifier.Config¶

Configuration for OODDomainClassifier.

n_folds¶

Number of cross-validation folds.

Type:¶

int, default 5

n_repeats¶

Number of k-fold repeats.

Type:¶

int, default 5

n_std¶

Threshold multiplier for standard deviations above null mean. Used when threshold_perc is None.

Type:¶

float, default 2.0

threshold_perc¶

Percentile-based threshold. If provided, overrides n_std.

Type:¶

float or None, default None

hyperparameters¶

LightGBM hyperparameters.

Type:¶

dict or None, default None

extractor¶

Feature extractor for transforming input data before scoring.

Type:¶

FeatureExtractor or None, default None