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  1. make_multilabel_classification — scikit-l...

    n_labels = 2 , length = 50 , allow_unlabeled...problem. n_labels int, default=2 The average number of labels per...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.make_multilabel_classification.html
    Fri Dec 05 17:52:55 GMT 2025
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  2. adjusted_mutual_info_score — scikit-learn...

    JMLR [ 2 ] Wikipedia entry for the Adjusted...([ 0 , 0 , 0 , 0 ], [ 0 , 1 , 2 , 3 ]) 0.0 Gallery examples #...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.adjusted_mutual_info_score.html
    Fri Dec 05 17:52:54 GMT 2025
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  3. GaussianMixture — scikit-learn 1.7.2 docu...

    2 ], [ 1 , 4 ], [ 1 , 0 ], [ 10 , 2 ], [ 10 , 4 ],...gm . means_ array([[10., 2.], [ 1., 2.]]) >>> gm . predict...
    scikit-learn.org/stable/modules/generated/sklearn.mixture.GaussianMixture.html
    Fri Dec 05 17:52:54 GMT 2025
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  4. AdaBoostClassifier — scikit-learn 1.7.2 d...

    implements the algorithm based on [2] . Read more in the User Guide...max_depth=1 . Added in version 1.2: base_estimator was renamed to...
    scikit-learn.org/stable/modules/generated/sklearn.ensemble.AdaBoostClassifier.html
    Fri Dec 05 17:52:55 GMT 2025
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  5. DecisionBoundaryDisplay — scikit-learn 1....

    2) Input data that should be only 2-dimensional....() . fit ( iris . data [:, : 2 ], iris . target ) >>>...
    scikit-learn.org/stable/modules/generated/sklearn.inspection.DecisionBoundaryDisplay.html
    Fri Dec 05 17:52:54 GMT 2025
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  6. SGDRegressor — scikit-learn 1.7.2 documen...

    float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...coefficient of determination, \(R^2\) , is defined as \((1 - \frac{u}{v})\)...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.SGDRegressor.html
    Fri Dec 05 17:52:55 GMT 2025
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  7. HalvingGridSearchCV — scikit-learn 1.7.2 ...

    to a small value: n_splits * 2 when resource='n_samples' for...problem n_classes * n_splits * 2 when resource='n_samples' for...
    scikit-learn.org/stable/modules/generated/sklearn.model_selection.HalvingGridSearchCV.html
    Fri Dec 05 17:52:54 GMT 2025
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  8. fetch_openml — scikit-learn 1.7.2 documen...

    2 Release Highlights for scikit-learn 1.2 Release Highlights...selected. Added in version 1.2. Changed in version 1.4: The default...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_openml.html
    Fri Dec 05 17:52:55 GMT 2025
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  9. MultinomialNB — scikit-learn 1.7.2 docume...

    2. Changed in version 1.4: The default...>>> y = np . array ([ 1 , 2 , 3 , 4 , 5 , 6 ]) >>>...
    scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.MultinomialNB.html
    Thu Dec 04 11:53:55 GMT 2025
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  10. RandomTreesEmbedding — scikit-learn 1.7.2...

    min_samples_split = 2 , min_samples_leaf = 1 , min_...nodes is at most n_estimators * 2 ** max_depth . For an example...
    scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomTreesEmbedding.html
    Fri Dec 05 17:52:54 GMT 2025
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