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  1. Birch — scikit-learn 1.8.0 documentation

    1 ], [ 0.3 , 1 ], [ - 0.3 , 1 ], [ 0 , - 1 ], [ 0.3...predict ( X ) array([0, 0, 0, 1, 1, 1]) For a comparison of the BIRCH...
    scikit-learn.org/stable/modules/generated/sklearn.cluster.Birch.html
    Mon Dec 29 13:14:49 GMT 2025
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  2. roc_auc_score — scikit-learn 1.8.0 docume...

    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/stable/modules/generated/sklearn.metrics.roc_auc_score.html
    Mon Dec 29 13:14:48 GMT 2025
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  3. fetch_20newsgroups — scikit-learn 1.8.0 d...

    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
    Mon Dec 29 13:14:48 GMT 2025
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  4. SpectralBiclustering — scikit-learn 1.8.0...

    array ([[ 1 , 1 ], [ 2 , 1 ], [ 1 , 0 ], ... [ 4 , 7...clustering . row_labels_ array([1, 1, 1, 0, 0, 0], dtype=int32) >>>...
    scikit-learn.org/stable/modules/generated/sklearn.cluster.SpectralBiclustering.html
    Mon Dec 29 13:14:49 GMT 2025
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  5. CalibratedClassifierCV — scikit-learn 1.8...

    means 1 unless in a joblib.parallel_backend context. -1 means...scikit-learn 1.8 Release Highlights for scikit-learn 1.8 On this...
    scikit-learn.org/stable/modules/generated/sklearn.calibration.CalibratedClassifierCV.html
    Mon Dec 29 13:14:49 GMT 2025
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  6. pairwise_kernels — scikit-learn 1.8.0 doc...

    [ 1 , 1 , 1 ]] >>> Y = [[ 1 , 0 , 0 ], [ 1 , 1 , 0...means 1 unless in a joblib.parallel_backend context. -1 means...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise.pairwise_kernels.html
    Mon Dec 29 13:14:49 GMT 2025
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  7. MultinomialNB — scikit-learn 1.8.0 docume...

    Added in version 1.2. Changed in version 1.4: The default value... MultinomialNB ( * , alpha = 1.0 , force_alpha = True , fit_prior...
    scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.MultinomialNB.html
    Mon Dec 29 13:14:49 GMT 2025
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  8. estimate_bandwidth — scikit-learn 1.8.0 d...

    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
    Mon Dec 29 13:14:49 GMT 2025
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  9. make_low_rank_matrix — scikit-learn 1.8.0...

    profile is: ( 1 - tail_strength ) * exp ( - 1.0 * ( i / effective_rank...scikit-learn 1.3 Release Highlights for scikit-learn 1.3 Release...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.make_low_rank_matrix.html
    Mon Dec 29 13:14:48 GMT 2025
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  10. normalize — scikit-learn 1.8.0 documentation

    1 , 2 ], [ - 1 , 0 , 1 ]] >>> normalize...if axis is 0). axis {0, 1}, default=1 Define axis used to normalize...
    scikit-learn.org/stable/modules/generated/sklearn.preprocessing.normalize.html
    Mon Dec 29 13:14:49 GMT 2025
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