autointent.metrics.scoring_f1#

autointent.metrics.scoring_f1(labels, scores)#

Calculate the F1 score for multiclass and multilabel classification.

This function computes the F1 score by using autointent.metrics.decision.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, this list contains scores for each of n_classes classes

Returns:

F1 score

Return type: