Python f1_metric Examples

Example #1

File: specialized_scores.py Project: WarmongeR1/auto-sklearn

def f1_multiclass_score(solution, prediction):
    """
    Multiclass accuracy for binary and multilabel classification.
    :param solution:
    :param prediction:
    :return:
    """
    return f1_metric(solution, prediction, task=MULTICLASS_CLASSIFICATION)

Example #2

File: specialized_scores.py Project: WarmongeR1/auto-sklearn

def f1_binary_score(solution, prediction):
    """
    Normalized balanced accuracy for binary and multilabel
    classification.
    :param solution:
    :param prediction:
    :return:
    """
    return f1_metric(solution, prediction, task=BINARY_CLASSIFICATION)