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  1. completeness_score — scikit-learn 1.7.2 documen...

    1 , 1 ], [ 1 , 1 , 0 , 0 ]) 1.0 Non-perfect labelings...completeness_score ([ 0 , 0 , 1 , 1 ], [ 0 , 1 , 0 , 1 ])) 0.0 >>> print...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.completeness_score.html
    Fri Sep 12 13:34:49 UTC 2025
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  2. f1_score — scikit-learn 1.7.2 documentation

    [ 1 , 1 , 1 ], [ 0 , 1 , 1 ]] >>> y_pred = [[...[[ 0 , 0 , 0 ], [ 1 , 1 , 1 ], [ 1 , 1 , 0 ]] >>> f1_score ( y_true...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.f1_score.html
    Fri Sep 12 13:34:53 UTC 2025
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  3. confusion_matrix — scikit-learn 1.7.2 documenta...

    1 , 0 , 1 ], [ 1 , 1 , 1 , 0 ]) . ravel ()...negatives is \(C_{1,0}\) , true positives is \(C_{1,1}\) and false...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.confusion_matrix.html
    Fri Sep 12 13:34:55 UTC 2025
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  4. minmax_scale — scikit-learn 1.7.2 documentation

    1 , 2 ], [ - 1 , 0 , 1 ]] >>> minmax_scale...independently array([[0., 1., 1.], [1., 0., 0.]]) >>> minmax_scale...
    scikit-learn.org/stable/modules/generated/sklearn.preprocessing.minmax_scale.html
    Tue Sep 09 17:54:31 UTC 2025
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  5. ValidationCurveDisplay — scikit-learn 1.7.2 doc...

    means 1 unless in a joblib.parallel_backend context. -1 means...scikit-learn 1.3 Release Highlights for scikit-learn 1.3 On this...
    scikit-learn.org/stable/modules/generated/sklearn.model_selection.ValidationCurveDisplay.html
    Fri Sep 12 13:34:53 UTC 2025
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  6. estimate_bandwidth — scikit-learn 1.7.2 documen...

    array ([[ 1 , 1 ], [ 2 , 1 ], [ 1 , 0 ], ... [ 4 , 7...means 1 unless in a joblib.parallel_backend context. -1 means...
    scikit-learn.org/stable/modules/generated/sklearn.cluster.estimate_bandwidth.html
    Fri Sep 12 13:34:53 UTC 2025
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  7. hamming_loss — scikit-learn 1.7.2 documentation

    1 ], [ 1 , 1 ]]), np . zeros (( 2 , 2...between 0 and 1, lower being better. References [ 1 ] Grigorios...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.hamming_loss.html
    Fri Sep 12 13:34:55 UTC 2025
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  8. accuracy_score — scikit-learn 1.7.2 documentation

    1 ], [ 1 , 1 ]]), np . ones (( 2 , 2...y_pred = [ 0 , 2 , 1 , 3 ] >>> y_true = [ 0 , 1 , 2 , 3 ] >>> accuracy_score...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.accuracy_score.html
    Fri Sep 12 13:34:49 UTC 2025
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  9. fetch_20newsgroups — scikit-learn 1.7.2 documen...

    1, 1, 1, 0, 1, 1, 0, 0, 0]) Gallery examples...Added in version 1.5. delay float, default=1.0 Number of seconds...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_20newsgroups.html
    Fri Sep 12 13:34:53 UTC 2025
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  10. kmeans_plusplus — scikit-learn 1.7.2 documentation

    array ([[ 1 , 2 ], [ 1 , 4 ], [ 1 , 0 ], ... [ 10 , 2...provided array. Added in version 1.3. x_squared_norms array-like...
    scikit-learn.org/stable/modules/generated/sklearn.cluster.kmeans_plusplus.html
    Fri Sep 12 13:34:49 UTC 2025
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