autointent.metrics.scoring.scoring_f1#

autointent.metrics.scoring.scoring_f1(labels, scores)#

Calculate F1 score for multiclass and multilabel classification.

Uses decision_f1 to evaluate decisions.

Parameters:

labels (autointent.metrics.custom_types.LABELS_VALUE_TYPE) – Ground truth labels for each sample.
scores (autointent.metrics.custom_types.SCORES_VALUE_TYPE) – For each sample, scores for each of n_classes classes.

Returns:

F1 score.

Return type: