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  1. make_classification — scikit-learn 1.8.0 docume...

    class_sep = 1.0 , hypercube = True , shift = 0.0 , scale = 1.0 , shuffle...[np.int64(0), np.int64(0), np.int64(1), np.int64(1), np.int64(0)] Gallery...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.make_classification.html
    Tue Mar 17 03:44:39 UTC 2026
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  2. rand_score — scikit-learn 1.8.0 documentation

    1 , 1 ], [ 1 , 1 , 0 , 0 ]) 1.0 Labelings that...rand_score ([ 0 , 0 , 1 , 2 ], [ 0 , 0 , 1 , 1 ]) 0.83 Gallery examples...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.rand_score.html
    Tue Mar 17 03:44:39 UTC 2026
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  3. SpectralClustering — scikit-learn 1.8.0 documen...

    array ([[ 1 , 1 ], [ 2 , 1 ], [ 1 , 0 ], ... [ 4 , 7...clustering . labels_ array([1, 1, 1, 0, 0, 0]) >>> clustering ...
    scikit-learn.org/stable/modules/generated/sklearn.cluster.SpectralClustering.html
    Tue Mar 17 03:44:39 UTC 2026
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  4. classification_report — scikit-learn 1.8.0 docu...

    50 1.00 0.67 1 class 1 0.00 0.00 0.00 1 class 2 1.00 0.67...>>> y_pred = [ 1 , 1 , 0 ] >>> y_true = [ 1 , 1 , 1 ] >>> print...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.classification_report.html
    Tue Mar 17 03:44:39 UTC 2026
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  5. sklearn.cluster — scikit-learn 1.8.0 documentation

    2003) [R2af9f5762274-1] . SpectralClustering Apply clustering...(Dhillon, 2001) [R0dd0f3306ba7-1] . affinity_propagation Perform...
    scikit-learn.org/stable/api/sklearn.cluster.html
    Tue Mar 17 03:44:39 UTC 2026
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  6. Older Versions — scikit-learn 1.8.0 documentation

    1 Meng Xinfan 1 Rob Zinkov 1 Shiqiao 1 Udi Weinsberg 1 Virgile...Cournapeau 1 Keith Goodman 1 Ludwig Schwardt 1 Olivier Hervieu 1 Sergio...
    scikit-learn.org/stable/whats_new/older_versions.html
    Tue Mar 17 03:44:36 UTC 2026
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  7. check_array — scikit-learn 1.8.0 documentation

    ensure_min_samples = 1 , ensure_min_features = 1 , estimator = None...documentation. Added in version 1.1.0. Returns : array_converted...
    scikit-learn.org/stable/modules/generated/sklearn.utils.check_array.html
    Tue Mar 17 03:44:39 UTC 2026
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  8. mean_shift — scikit-learn 1.8.0 documentation

    array ([[ 1 , 1 ], [ 2 , 1 ], [ 1 , 0 ], ... [ 4 , 7...array([[3.33, 6. ], [1.33, 0.66]]) >>> labels array([1, 1, 1, 0, 0, 0])...
    scikit-learn.org/stable/modules/generated/sklearn.cluster.mean_shift.html
    Tue Mar 17 03:44:36 UTC 2026
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  9. roc_curve — scikit-learn 1.8.0 documentation

    y_true is in {-1, 1} or {0, 1}, pos_label is set to 1, otherwise...labels are not either {-1, 1} or {0, 1}, then pos_label should...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.roc_curve.html
    Tue Mar 17 03:44:36 UTC 2026
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  10. TSNE — scikit-learn 1.8.0 documentation

    1 , 1 ], [ 1 , 0 , 1 ], [ 1 , 1 , 1 ]]) >>> X_embedded...metric function. Added in version 1.1. init {“random”, “pca”} or ndarray...
    scikit-learn.org/stable/modules/generated/sklearn.manifold.TSNE.html
    Tue Mar 17 03:44:39 UTC 2026
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