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check_scoring — scikit-learn 1.8.0 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 -
OrthogonalMatchingPursuit — scikit-learn ...
Notes The \(R^2\) score used when calling score on a regressor uses...X , y ) >>> reg . score ( X , y ) 0.9991 >>>...scikit-learn.org/stable/modules/generated/sklearn.linear_model.OrthogonalMatchingPursuit.html -
d2_pinball_score — scikit-learn 1.8.0 doc...
Returns : score float or ndarray of floats The \(D^2\) score with...[source] # \(D^2\) regression score function, fraction of pinball...scikit-learn.org/stable/modules/generated/sklearn.metrics.d2_pinball_score.html -
Comparing Random Forests and Histogram Gradient...
"Train time vs score" , "Predict time vs score" ], )...Boosting (HGBT) models in terms of score and computation time for a regression...scikit-learn.org/stable/auto_examples/ensemble/plot_forest_hist_grad_boosting_comparison.html -
5.2. Permutation feature importance — sci...
on the score function that is specified with the scoring argument...., random_state = 0 , scoring = scoring ) ... >>> for...scikit-learn.org/stable/modules/permutation_importance.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 -
LarsCV — scikit-learn 1.8.0 documentation
Notes The \(R^2\) score used when calling score on a regressor uses...X , y ) >>> reg . score ( X , y ) 0.9996 >>>...scikit-learn.org/stable/modules/generated/sklearn.linear_model.LarsCV.html -
plot_multi_metric_evaluation.zip
scoring=scoring, refit="AUC", n_jobs=2,...range(2, 403, 20)},\n scoring=scoring,\n refit=\"AUC\",\n n_jobs=2,\n...scikit-learn.org/stable/_downloads/535778bfbc9b4881da3e662bc2ea8484/plot_multi_metric_evaluation.zip -
ExtraTreesRegressor — scikit-learn 1.8.0 ...
Notes The \(R^2\) score used when calling score on a regressor uses...with Friedman’s improvement score for potential splits, “absolute_error”...scikit-learn.org/stable/modules/generated/sklearn.ensemble.ExtraTreesRegressor.html -
LogisticRegression — scikit-learn 1.8.0 d...
confidence scores for samples. The confidence score for a sample...get the confidence scores. Returns : scores ndarray of shape (n_samples,)...scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html