get_scorer (original) (raw)

sklearn.metrics.get_scorer(scoring)[source]#

Get a scorer from string.

Read more in the User Guide.get_scorer_names can be used to retrieve the names of all available scorers.

Parameters:

scoringstr, callable or None

Scoring method as string. If callable it is returned as is. If None, returns None.

Returns:

scorercallable

The scorer.

Notes

When passed a string, this function always returns a copy of the scorer object. Calling get_scorer twice for the same scorer results in two separate scorer objects.

Examples

import numpy as np from sklearn.dummy import DummyClassifier from sklearn.metrics import get_scorer X = np.reshape([0, 1, -1, -0.5, 2], (-1, 1)) y = np.array([0, 1, 1, 0, 1]) classifier = DummyClassifier(strategy="constant", constant=0).fit(X, y) accuracy = get_scorer("accuracy") accuracy(classifier, X, y) 0.4

Gallery examples#