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  1. distance_metrics — scikit-learn 1.7.0 documenta...

    Skip to main content Back to top Ctrl + K GitHub Choose version distance_metrics # sklearn.metrics.pairwise. distance...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise.distance_metrics.html
    Fri Jul 11 17:08:41 UTC 2025
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  2. Out-of-core classification of text documents — ...

    ()[ 1 ], rotation = 30 ) ymax = max ( cls_runtime ) * 1.2 ax...__init__ ( self , encoding = "latin-1" ): HTMLParser . __init__ ( self...
    scikit-learn.org/stable/auto_examples/applications/plot_out_of_core_classification.html
    Fri Jul 11 17:08:38 UTC 2025
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  3. Comparing different hierarchical linkage method...

    "connectivity matrix is [0-9]{1,2}" " > 1. Completing it to avoid stopping...y_pred ) + 1 ), ) ) ) plt . scatter ( X [:, 0 ], X [:, 1 ], s = 10...
    scikit-learn.org/stable/auto_examples/cluster/plot_linkage_comparison.html
    Fri Jul 11 17:08:41 UTC 2025
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  4. Detection error tradeoff (DET) curve — scikit-l...

    random_state = 1 , n_clusters_per_class = 1 , ) X_train , X_test...make_classification ( n_samples = 1_000 , n_features = 2 , n_redundant...
    scikit-learn.org/stable/auto_examples/model_selection/plot_det.html
    Fri Jul 11 17:08:38 UTC 2025
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  5. Semi-supervised Classification on a Text Datase...

    sum ( 1 for x in y_train if x == - 1 )) clf . fit (...training set: 1706 End of iteration 1, added 1076 new labels. End of...
    scikit-learn.org/stable/auto_examples/semi_supervised/plot_semi_supervised_newsgroups.html
    Fri Jul 11 17:08:39 UTC 2025
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  6. Test with permutations the significance of a cl...

    weak structure in the data [ 1 ] . References Total running time...
    scikit-learn.org/stable/auto_examples/model_selection/plot_permutation_tests_for_classification.html
    Fri Jul 11 17:08:41 UTC 2025
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  7. Failure of Machine Learning to infer causal eff...

    "parent hourly wage" : 1.0 , } ) hourly_wages = ( true_coef...abilities + rng . normal ( 0 , 1 , size = n_samples ) ) hourly_wages...
    scikit-learn.org/stable/auto_examples/inspection/plot_causal_interpretation.html
    Fri Jul 11 17:08:39 UTC 2025
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  8. inplace_csr_column_scale — scikit-learn 1.7.0 d...

    1 , 2 , 2 ]) >>> data = np . array ([ 8 , 1 , 2 , 5 ])...csr . todense () matrix([[8, 1, 2], [0, 0, 5], [0, 0, 0], [0,...
    scikit-learn.org/stable/modules/generated/sklearn.utils.sparsefuncs.inplace_csr_column_scale.html
    Thu Jul 10 01:52:13 UTC 2025
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  9. check_consistent_length — scikit-learn 1.7.0 do...

    check_consistent_length >>> a = [ 1 , 2 , 3 ] >>> b = [ 2 , 3 , 4...
    scikit-learn.org/stable/modules/generated/sklearn.utils.check_consistent_length.html
    Tue Jul 08 15:58:50 UTC 2025
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  10. Comparing Nearest Neighbors with and without Ne...

    StandardScaler n_neighbors = 1 dataset = datasets . load_iris.... scatter ( X [:, 0 ], X [:, 1 ], c = y , cmap = cmap_bold ,...
    scikit-learn.org/stable/auto_examples/neighbors/plot_nca_classification.html
    Fri Jul 11 17:08:39 UTC 2025
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