dRFEtools.dev_score_roc

dRFEtools.dev_score_roc(estimator, X, Y)

Area under the ROC curve for development predictions.

Parameters:

• estimator – Fitted classifier.

• X (Union[_Buffer, _SupportsArray[dtype[Any]], _NestedSequence[_SupportsArray[dtype[Any]]], complex, bytes, str, _NestedSequence[complex | bytes | str]]) – Development-set features and labels.

• Y (Union[_Buffer, _SupportsArray[dtype[Any]], _NestedSequence[_SupportsArray[dtype[Any]]], complex, bytes, str, _NestedSequence[complex | bytes | str]]) – Development-set features and labels.

Returns:

Weighted ROC-AUC score.

Return type:

float