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Python SCORERS.update方法代碼示例

本文整理匯總了Python中sklearn.metrics.SCORERS.update方法的典型用法代碼示例。如果您正苦於以下問題:Python SCORERS.update方法的具體用法?Python SCORERS.update怎麽用?Python SCORERS.update使用的例子?那麽, 這裏精選的方法代碼示例或許可以為您提供幫助。您也可以進一步了解該方法所在sklearn.metrics.SCORERS的用法示例。


在下文中一共展示了SCORERS.update方法的1個代碼示例,這些例子默認根據受歡迎程度排序。您可以為喜歡或者感覺有用的代碼點讚,您的評價將有助於係統推薦出更棒的Python代碼示例。

示例1: make_scorer

# 需要導入模塊: from sklearn.metrics import SCORERS [as 別名]
# 或者: from sklearn.metrics.SCORERS import update [as 別名]
from .version import __version__, VERSION


__all__ = ['Learner', 'load_examples', 'kappa', 'kendall_tau', 'spearman',
           'pearson', 'f1_score_least_frequent', 'run_configuration',
           'run_ablation', 'write_feature_file', 'convert_examples']

# Add our scorers to the sklearn dictionary here so that they will always be
# available if you import anything from skll
_scorers = {'f1_score_micro': make_scorer(f1_score, average='micro',
                                          pos_label=None),
            'f1_score_macro': make_scorer(f1_score, average='macro',
                                          pos_label=None),
            'f1_score_weighted': make_scorer(f1_score, average='weighted',
                                             pos_label=None),
            'f1_score_least_frequent': make_scorer(f1_score_least_frequent),
            'pearson': make_scorer(pearson),
            'spearman': make_scorer(spearman),
            'kendall_tau': make_scorer(kendall_tau),
            'unweighted_kappa': make_scorer(kappa),
            'quadratic_weighted_kappa': make_scorer(kappa,
                                                    weights='quadratic'),
            'linear_weighted_kappa': make_scorer(kappa, weights='linear'),
            'qwk_off_by_one': make_scorer(kappa, weights='quadratic',
                                          allow_off_by_one=True),
            'lwk_off_by_one': make_scorer(kappa, weights='linear',
                                          allow_off_by_one=True),
            'uwk_off_by_one': make_scorer(kappa, allow_off_by_one=True)}

SCORERS.update(_scorers)
開發者ID:arun-self,項目名稱:skll,代碼行數:32,代碼來源:__init__.py


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