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accuracy_score sklearn.metrics. accuracy_score ( y_true , y_pred , * , normalize = True , sample_weight = None ) [source]
Точность классификации.
В многозначной классификации эта функция вычисляет точность подмножества: набор меток, предсказанных для образца, должен точно совпадать с соответствующим набором меток в y_true.
Подробнее см. в Руководстве пользователя .
Параметры:
y_true одномерный массив-подобный объект или массив/разреженная матрица индикаторов меток
Истинные (правильные) метки.
y_pred одномерный массив-подобный объект или массив/разреженная матрица индикаторов меток
Предсказанные метки, возвращаемые классификатором.
normalize bool, по умолчанию=True
Если False, возвращает количество правильно классифицированных образцов. В противном случае возвращает долю правильно классифицированных образцов.
sample_weight массив-подобный объект формы (n_samples,), по умолчанию=None
Веса образцов.
Возвращаемое значение:
score число с плавающей точкой или целое число
Если normalize == True, возвращает долю правильно классифицированных образцов (число с плавающей точкой), иначе возвращает количество правильно классифицированных образцов (целое число).
Лучшая производительность составляет 1 при normalize == True и количестве образцов с normalize == False.
См. также
balanced_accuracy_score
Вычислить сбалансированную точность для работы с несбалансированными наборами данных.
jaccard_score
Вычислить коэффициент схожести Якобса.
hamming_loss
Вычислить среднюю потерю Хэмминга или расстояние Хэмминга между двумя наборами образцов.
zero_one_loss
Вычислить потерю «ноль-единица» в классификации. По умолчанию функция вернёт процент неправильно предсказанных подмножеств.
Примеры >>> from sklearn.metrics import accuracy_score
>>> y_pred = [0, 2, 1, 3]
>>> y_true = [0, 1, 2, 3]
>>> accuracy_score(y_true, y_pred)
0.5
>>> accuracy_score(y_true, y_pred, normalize=False)
2.0
В случае многозначной классификации с бинарными индикаторами меток:
>>> import numpy as np
>>> accuracy_score(np.array([[0, 1], [1, 1]]), np.ones((2, 2)))
0.5
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