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1.12. Multiclass and multioutput algorithms — s...
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,...0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,...scikit-learn.org/stable/modules/multiclass.html -
2.3. Clustering — scikit-learn 1.7.dev0 documen...
1 , 1 , 1 ] >>> labels_pred = [ 0 , 0 , 1 , 1 , 2 , 2...0 , 0 , 1 , 1 , 1 ] >>> labels_pred = [ 0 , 0 , 1 , 1 , 2 , 2...scikit-learn.org/dev/modules/clustering.html -
6.1. Pipelines and composite estimators — sciki...
1.1.1. Usage # 6.1.1.1.1. Build a pipeline...0, 0, 0, 1, 0, 1, 0, 0, 1, 1, 1, 0], [0, 1, 0, 0, 1, 0, 0, 0,...scikit-learn.org/stable/modules/compose.html -
root_mean_squared_error — scikit-learn 1.7.dev0...
1 ],[ - 1 , 1 ],[ 7 , - 6 ]] >>> y_pred...User Guide . Added in version 1.4. Parameters : y_true array-like...scikit-learn.org/dev/modules/generated/sklearn.metrics.root_mean_squared_error.html -
FunctionTransformer — scikit-learn 1.7.dev0 doc...
Added in version 1.1. kw_args dict, default=None Dictionary...array([[0. , 0.6931...], [1.0986..., 1.3862...]]) fit ( X , y =...scikit-learn.org/dev/modules/generated/sklearn.preprocessing.FunctionTransformer.html -
2.1. Gaussian mixture models — scikit-learn 1.6...
1.1. Gaussian Mixture # The GaussianMixture...models using a finite mixture. 2.1.2.1. The Dirichlet Process # Here...scikit-learn.org/stable/modules/mixture.html -
make_hastie_10_2 — scikit-learn 1.6.0 documenta...
float64(-1.0), np.float64(1.0), np.float64(-1.0), np.float64(1.0),...[ i ] = 1 if np . sum ( X [ i ] ** 2 ) > 9.34 else - 1 Read more...scikit-learn.org/stable/modules/generated/sklearn.datasets.make_hastie_10_2.html -
roc_auc_score — scikit-learn 1.7.dev0 documenta...
classes_[1] and thus estimator.predict_proba(X, y)[:, 1] . The...it is upper bounded by 1. References [ 1 ] Wikipedia entry for...scikit-learn.org/dev/modules/generated/sklearn.metrics.roc_auc_score.html -
cluster_optics_dbscan — scikit-learn 1.6.0 docu...
1, 1, 1]) Gallery examples # Demo of...compute_optics_graph >>> X = np . array ([[ 1 , 2 ], [ 2 , 5 ], [ 3 , 6 ], ......scikit-learn.org/stable/modules/generated/sklearn.cluster.cluster_optics_dbscan.html -
Release Highlights for scikit-learn 1.5 — sciki...
array([[-1.1, 1.1, 1.1], [ 3.9, -1.2, 1.1], [ 0.1, 1.3, 1.1], [-0.1,...[-0.1, -1.4, -1.4], [-4.9, 1.5, -1.5], [ 0.1, 1.6, 1.6]]) Pairwise...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_5_0.html