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  1. EfficiencyWarning — scikit-learn 1.7.2 document...

    Skip to main content Back to top Ctrl + K GitHub Choose version EfficiencyWarning # exception sklearn.exceptions. Eff...
    scikit-learn.org/stable/modules/generated/sklearn.exceptions.EfficiencyWarning.html
    Wed Sep 17 19:57:58 UTC 2025
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  2. consensus_score — scikit-learn 1.7.2 documentation

    similarity = 'jaccard' ) 1.0 Gallery examples # A demo of...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.consensus_score.html
    Wed Sep 17 19:58:00 UTC 2025
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  3. FastICA on 2D point clouds — scikit-learn 1.7.2...

    array ([[ 1 , 1 ], [ 0 , 2 ]]) # Mixing matrix...( 42 ) S = rng . standard_t ( 1.5 , size = ( 20000 , 2 )) S [:,...
    scikit-learn.org/stable/auto_examples/decomposition/plot_ica_vs_pca.html
    Wed Sep 17 19:57:58 UTC 2025
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  4. Nearest Centroid Classification — scikit-learn ...

    1 ], c = y , cmap = cmap_bold ,...
    scikit-learn.org/stable/auto_examples/neighbors/plot_nearest_centroid.html
    Wed Sep 17 19:57:59 UTC 2025
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  5. make_column_transformer — scikit-learn 1.7.2 do...

    means 1 unless in a joblib.parallel_backend context. -1 means...Added in version 1.5. Changed in version 1.7: The default value...
    scikit-learn.org/stable/modules/generated/sklearn.compose.make_column_transformer.html
    Wed Sep 17 19:57:58 UTC 2025
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  6. OOB Errors for Random Forests — scikit-learn 1....

    validated whilst being trained [ 1 ] . The example below demonstrates...= 25 , n_clusters_per_class = 1 , n_informative = 15 , random_state...
    scikit-learn.org/stable/auto_examples/ensemble/plot_ensemble_oob.html
    Wed Sep 17 19:57:59 UTC 2025
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  7. Comparison of Manifold Learning methods — sciki...

    MultipleLocator ( 1 )) ax . yaxis . set_major_locator...( ticker . MultipleLocator ( 1 )) ax . zaxis . set_major_locator...
    scikit-learn.org/stable/auto_examples/manifold/plot_compare_methods.html
    Wed Sep 17 19:57:58 UTC 2025
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  8. Selecting the number of clusters with silhouett...

    from -1, 1 but in this example all # lie within [-0.1, 1] ax1...set_xlim ([ - 0.1 , 1 ]) # The (n_clusters+1)*10 is for inserting...
    scikit-learn.org/stable/auto_examples/cluster/plot_kmeans_silhouette_analysis.html
    Wed Sep 17 19:58:00 UTC 2025
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  9. d2_absolute_error_score — scikit-learn 1.7.2 do...

    1 ], [ - 1 , 1 ], [ 7 , - 6 ]] >>> y_pred...User Guide . Added in version 1.1. Parameters : y_true array-like...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.d2_absolute_error_score.html
    Wed Sep 17 19:57:58 UTC 2025
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  10. Comparison of the K-Means and MiniBatchKMeans c...

    centers = [[ 1 , 1 ], [ - 1 , - 1 ], [ 1 , - 1 ]] n_clusters...ax = fig . add_subplot ( 1 , 3 , 1 ) for k , col in zip ( range...
    scikit-learn.org/stable/auto_examples/cluster/plot_mini_batch_kmeans.html
    Wed Sep 17 19:57:58 UTC 2025
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