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RegressorTags — scikit-learn 1.7.0 documentation

RegressorTags#
class sklearn.utils.RegressorTags(poor_score: bool = False)[source]#

Tags for the regressor.

Parameters:
poor_scorebool, default=False

Whether the estimator fails to provide a “reasonable” test-set score, which currently for regression is an R2 of 0.5 on make_regression(n_samples=200, n_features=10, n_informative=1, bias=5.0, noise=20, random_state=42). The dataset and values are based on current estimators in scikit-learn and might be replaced by something more systematic.


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