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  1. label_ranking_average_precision_score — s...

    1 ], [ 1 , 0.2 , 0.1 ]]) >>> la...y_true = np . array ([[ 1 , 0 , 0 ], [ 0 , 0 , 1 ]]) >>> y_score...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.label_ranking_average_precision_score.html
    Mon Dec 29 13:14:48 GMT 2025
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  2. homogeneity_completeness_v_measure — scik...

    1 , 1 , 2 , 2 ], [ 0 , 0 , 1 , 2 , 2 , 2 ] >>>...float Score between 0.0 and 1.0. 1.0 stands for perfectly homogeneous...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.homogeneity_completeness_v_measure.html
    Mon Dec 29 13:14:48 GMT 2025
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  3. NMF — scikit-learn 1.8.0 documentation

    array ([[ 1 , 1 ], [ 2 , 1 ], [ 3 , 1.2 ], [ 4 , 1 ], [ 5 , 0.8...version 1.4: Added 'auto' value. Changed in version 1.6: Default...
    scikit-learn.org/stable/modules/generated/sklearn.decomposition.NMF.html
    Mon Dec 29 13:14:49 GMT 2025
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  4. IncrementalPCA — scikit-learn 1.8.0 docum...

    ([[ - 1 , - 1 ], [ - 2 , - 1 ], [ - 3 , - 2 ], ... [ 1 , 1 ], [...principal components, versus 1 large SVD of complexity O(n_samples...
    scikit-learn.org/stable/modules/generated/sklearn.decomposition.IncrementalPCA.html
    Mon Dec 29 13:14:49 GMT 2025
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  5. 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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  6. TransformerMixin — scikit-learn 1.8.0 doc...

    fit_transform ( X ) array([1, 1, 1]) fit_transform ( X , y = None...__init__ ( self , * , param = 1 ): ... self . param = param ......
    scikit-learn.org/stable/modules/generated/sklearn.base.TransformerMixin.html
    Mon Dec 29 13:14:48 GMT 2025
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  7. MDS — scikit-learn 1.8.0 documentation

    n_init will change from 4 to 1 in version 1.9. init {‘random’, ‘classical_mds’},...Added in version 1.8. Changed in version 1.10: The default value...
    scikit-learn.org/stable/modules/generated/sklearn.manifold.MDS.html
    Mon Dec 29 13:14:48 GMT 2025
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  8. kmeans_plusplus — scikit-learn 1.8.0 docu...

    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
    Mon Dec 29 13:14:48 GMT 2025
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  9. Lasso — scikit-learn 1.8.0 documentation

    1 ) >>> clf . fit ([[ 0 , 0 ], [ 1 , 1 ], [ 2...2 , 2 ]], [ 0 , 1 , 2 ]) Lasso(alpha=0.1) >>> print (...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.Lasso.html
    Mon Dec 29 13:14:48 GMT 2025
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  10. PartialDependenceDisplay — scikit-learn 1...

    Added in version 1.1: Add the possibility to pass...display . plot ( pdp_lim = { 1 : ( - 1.38 , 0.66 )}) <...>...
    scikit-learn.org/stable/modules/generated/sklearn.inspection.PartialDependenceDisplay.html
    Mon Dec 29 13:14:48 GMT 2025
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