pyanno4rt.learning_model.evaluation.metrics._f1

F1 computation.

Overview

Function

f1(true_labels, predicted_labels)

Compute the F1 scores.

Functions

pyanno4rt.learning_model.evaluation.metrics._f1.f1(true_labels, predicted_labels)[source]

Compute the F1 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 F1 scores and the location of the best score.

Return type:

dict