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Version 0.16 — scikit-learn 1.7.1 documentation
empty data (less than 1 sample or less than 1 feature for 2D input)....version Version 0.16 # Version 0.16.1 # April 14, 2015 Changelog # Bug...scikit-learn.org/stable/whats_new/v0.16.html -
label_ranking_average_precision_score — scikit-...
1 ], [ 1 , 0.2 , 0.1 ]]) >>> label_ranki...y_true = np . array ([[ 1 , 0 , 0 ], [ 0 , 0 , 1 ]]) >>> y_score =...scikit-learn.org/stable/modules/generated/sklearn.metrics.label_ranking_average_precision_score.html -
ConstantKernel — scikit-learn 1.7.1 documentation
\[k(x_1, x_2) = constant\_value \;\forall\; x_1, x_2\] Adding...predict ( X [: 1 ,:], return_std = True ) (array([606.1]), array([0.248]))...scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.kernels.ConstantKernel.html -
DummyRegressor — scikit-learn 1.7.1 documentation
1.0], default=None The quantile...while 0.0 to the minimum and 1.0 to the maximum. Attributes :...scikit-learn.org/stable/modules/generated/sklearn.dummy.DummyRegressor.html -
OrthogonalMatchingPursuitCV — scikit-learn 1.7....
means 1 unless in a joblib.parallel_backend context. -1 means...all strings. Added in version 1.0. See also orthogonal_mp Solves...scikit-learn.org/stable/modules/generated/sklearn.linear_model.OrthogonalMatchingPursuitCV.html -
IterativeImputer — scikit-learn 1.7.1 documenta...
is met once max(abs(X_t - X_{t-1}))/max(abs(X[known_vals])) < tol...data types. Added in version 1.3. imputation_order {‘ascending’,...scikit-learn.org/stable/modules/generated/sklearn.impute.IterativeImputer.html -
7.2. Feature extraction — scikit-learn 1.7.1 do...
array([[1, 1, 1, 0, 1, 1, 1, 0], [1, 1, 0, 1, 1, 1, 0, 1]]) In...array([[0, 1, 1, 1, 0, 0, 1, 0, 1], [0, 1, 0, 1, 0, 2, 1, 0, 1], [1,...scikit-learn.org/stable/modules/feature_extraction.html -
SelectKBest — scikit-learn 1.7.1 documentation
scikit-learn 1.1 Release Highlights for scikit-learn 1.1 On this page...all strings. Added in version 1.0. See also f_classif ANOVA F-value...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SelectKBest.html -
load_breast_cancer — scikit-learn 1.7.1 documen...
1, 0]) >>> list ( data . target_names...scikit-learn.org/stable/modules/generated/sklearn.datasets.load_breast_cancer.html -
Pipeline — scikit-learn 1.7.1 documentation
scikit-learn 1.7 Release Highlights for scikit-learn 1.7 Semi-supervised...ing=True) . Added in version 1.6. memory str or object with the...scikit-learn.org/stable/modules/generated/sklearn.pipeline.Pipeline.html