pyanno4rt.learning_model.evaluation.metrics._auc_roc

AUC-ROC computation.

Overview

Function

auc_roc(true_labels, predicted_labels)

Compute the AUC-ROC scores.

Functions

pyanno4rt.learning_model.evaluation.metrics._auc_roc.auc_roc(true_labels, predicted_labels)[source]

Compute the AUC-ROC scores.

Parameters:

  • true_labels (ndarray) – Ground truth label values.

  • predicted_labels (tuple) – Tuple of arrays with the training and out-of-folds labels predicted by the machine learning outcome model.

Returns:

scores – Dictionary with the training and out-of-folds AUC-ROC scores.

Return type:

dict