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sklearn.impute.KNNImputer — scikit-learn 1.4.2 ...
missing values at transform/test time. keep_empty_features bool,...simple estimators as well as on nested objects (such as Pipeline )....scikit-learn.org/stable/modules/generated/sklearn.impute.KNNImputer.html -
sklearn.feature_selection.SelectKBest — scikit-...
based on a false positive rate test. SelectFdr Select features based...simple estimators as well as on nested objects (such as Pipeline )....scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SelectKBest.html -
sklearn.compose.TransformedTargetRegressor — sc...
n_features) Test samples. For some estimators...y_true.mean()) ** 2).sum() . The best possible score is 1.0 and it...scikit-learn.org/stable/modules/generated/sklearn.compose.TransformedTargetRegressor.html -
sklearn.isotonic.IsotonicRegression — scikit-le...
n_features) Test samples. For some estimators...y_true.mean()) ** 2).sum() . The best possible score is 1.0 and it...scikit-learn.org/stable/modules/generated/sklearn.isotonic.IsotonicRegression.html -
sklearn.linear_model.ARDRegression — scikit-lea...
n_features) Test samples. For some estimators...self.threshold_lambda are kept and the rest are discarded. Examples >>>...scikit-learn.org/stable/modules/generated/sklearn.linear_model.ARDRegression.html -
sklearn.cross_decomposition.PLSCanonical — scik...
n_features) Test samples. For some estimators...y_true.mean()) ** 2).sum() . The best possible score is 1.0 and it...scikit-learn.org/stable/modules/generated/sklearn.cross_decomposition.PLSCanonical.html -
3.4. Validation curves: plotting scores to eval...
compute the score on another test set. However, it is sometimes...that the first estimator can at best provide only a poor fit to the...scikit-learn.org/stable/modules/learning_curve.html -
sklearn.ensemble.HistGradientBoostingRegressor ...
>>> est = HistGradientBoosting () . fit ( X , y ) >>> est . score...shape (n_samples, n_features) Test samples. For some estimators...scikit-learn.org/stable/modules/generated/sklearn.ensemble.HistGradientBoostingRegressor.html -
sklearn.decomposition.MiniBatchSparsePCA — scik...
n_features) Test data to be transformed, must...simple estimators as well as on nested objects (such as Pipeline )....scikit-learn.org/stable/modules/generated/sklearn.decomposition.MiniBatchSparsePCA.html -
sklearn.ensemble.GradientBoostingRegressor — sc...
X_test , y_train , y_test = train_test_split ( ......>>> reg . score ( X_test , y_test ) 0.4... Methods apply (X)...scikit-learn.org/stable/modules/generated/sklearn.ensemble.GradientBoostingRegressor.html