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  1. mean_pinball_loss — scikit-learn 1.8.0 do...

    [ 1 , 2 , 4 ], alpha = 0.1 ) 0.3... >>>...scikit-learn 1.0 Release Highlights for scikit-learn 1.0 On this...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.mean_pinball_loss.html
    Mon Dec 29 13:14:48 GMT 2025
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  2. OAS — scikit-learn 1.8.0 documentation

    precision_ array([[ 1.7833, -1.2431 ], [-1.2431, 3.3889]]) >>>...the estimator. References [ 1 ] ( 1 , 2 ) “Shrinkage algorithms...
    scikit-learn.org/stable/modules/generated/sklearn.covariance.OAS.html
    Mon Dec 29 13:14:49 GMT 2025
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  3. column_or_1d — scikit-learn 1.8.0 documen...

    >>> column_or_1d ([ 1 , 1 ]) array([1, 1]) On this page This...type for y . Added in version 1.2. input_name str, default=”y”...
    scikit-learn.org/stable/modules/generated/sklearn.utils.validation.column_or_1d.html
    Mon Dec 29 13:14:48 GMT 2025
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  4. Isomap — scikit-learn 1.8.0 documentation

    Added in version 1.1. n_components int, default=2...means 1 unless in a joblib.parallel_backend context. -1 means...
    scikit-learn.org/stable/modules/generated/sklearn.manifold.Isomap.html
    Mon Dec 29 13:14:49 GMT 2025
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  5. hamming_loss — scikit-learn 1.8.0 documen...

    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
    Mon Dec 29 13:14:49 GMT 2025
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  6. davies_bouldin_score — scikit-learn 1.8.0...

    1 ], [ 1 , 1 ], [ 3 , 4 ]] >>>...Davies-Bouldin score. References [ 1 ] Davies, David L.; Bouldin, Donald...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.davies_bouldin_score.html
    Mon Dec 29 13:14:49 GMT 2025
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  7. pairwise_distances_chunked — scikit-learn...

    means 1 unless in a joblib.parallel_backend context. -1 means...D_chunk < r )) . mean ( axis = 1 ) ... return neigh , avg_dist...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise_distances_chunked.html
    Mon Dec 29 13:14:48 GMT 2025
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  8. fastica — scikit-learn 1.8.0 documentation

    The implementation is based on [1] . Read more in the User Guide...performed. Changed in version 1.3: The default value of whiten...
    scikit-learn.org/stable/modules/generated/fastica-function.html
    Mon Dec 29 13:14:49 GMT 2025
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  9. accuracy_score — scikit-learn 1.8.0 docum...

    1 ], [ 1 , 1 ]]), np . ones (( 2 , 2...= [ 0 , 2 , 1 , 3 ] >>> y_true = [ 0 , 1 , 2 , 3 ] >>>...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.accuracy_score.html
    Mon Dec 29 13:14:48 GMT 2025
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  10. LeaveOneOut — scikit-learn 1.8.0 document...

    ([[ 1 , 2 ], [ 3 , 4 ]]) >>> y = np . array ([ 1 , 2...0: Train: index=[1] Test: index=[0] Fold 1: Train: index=[0]...
    scikit-learn.org/stable/modules/generated/sklearn.model_selection.LeaveOneOut.html
    Mon Dec 29 13:14:48 GMT 2025
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