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r2_score — scikit-learn 1.7.2 documentation
determination) regression score function. Best possible score is 1.0 and it...\(R^2\) score is identical to the Explained Variance score . Read...scikit-learn.org/stable/modules/generated/sklearn.metrics.r2_score.html -
Plotting Learning Curves and Checking Models’ S...
terms of training score and testing score. Here, we compute the..."Training Score" , "Test Score" ]) ax [ ax_idx...scikit-learn.org/stable/auto_examples/model_selection/plot_learning_curve.html -
HistGradientBoostingClassifier — scikit-l...
Scores are computed according to the scoring parameter....parameter. If scoring is not ‘loss’, scores are computed on a subset...scikit-learn.org/stable/modules/generated/sklearn.ensemble.HistGradientBoostingClassifier.html -
cross_validation.rst.txt
random_state=0) >>> scores = cross_validate(clf, X, y, scoring=scoring) >>>...average='macro')} >>> scores = cross_validate(clf, X, y, scoring=scoring, ......scikit-learn.org/stable/_sources/modules/cross_validation.rst.txt -
Categorical Feature Support in Gradient Boostin...
scoring = scoring ) one_hot_result = cross_validate...y , cv = n_cv_folds , scoring = scoring ) ordinal_result = cross_validate...scikit-learn.org/stable/auto_examples/ensemble/plot_gradient_boosting_categorical.html -
MLPRegressor — scikit-learn 1.7.2 documen...
The score reported is the R2 score. Only available...The best validation score (i.e. R2 score) that triggered the...scikit-learn.org/stable/modules/generated/sklearn.neural_network.MLPRegressor.html -
validation_curve — scikit-learn 1.7.2 doc...
test scores for varying parameter values. Compute scores for an...5-fold. scoring str or callable, default=None Scoring method to...scikit-learn.org/stable/modules/generated/sklearn.model_selection.validation_curve.html -
TransformedTargetRegressor — scikit-learn...
Notes The \(R^2\) score used when calling score on a regressor uses...TransformedTargetReg(...) >>> tt . score ( X , y ) 1.0 >>> tt...scikit-learn.org/stable/modules/generated/sklearn.compose.TransformedTargetRegressor.html -
Finding outliers | Machine Learning in the Elas...
the index an outlier score. The outlier score ranges from 0 to 1,...outlier scores for each document. The outlier score indicates...www.elastic.co/guide/en/machine-learning/8.19/ml-dfa-finding-outliers.html -
check_scoring — scikit-learn 1.7.2 docume...
If scoring represents a single score, one can use:...criterion is used. If scoring represents multiple scores, one can use:...scikit-learn.org/stable/modules/generated/sklearn.metrics.check_scoring.html