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  1. balanced_accuracy_score scikit-learn 1.7.2 do...

    = [ 0 , 1 , 0 , 0 , 1 , 0 ] >>> y_pred = [ 0 , 1 , 0 , 0 , 0 ,...Ong, C.S.; Stephan, K.E.; Buhmann, J.M. (2010). The balanced...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.balanced_accuracy_score.html
    Mon Sep 22 13:26:32 UTC 2025
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  2. RadiusNeighborsRegressor scikit-learn 1.7.2 d...

    RadiusNeighborsRegre(...) >>> print ( neigh . predict ([[ 1.5 ]])) [0.5] fit...{‘auto’, ball_tree, kd_tree, brute}, default=auto Algorithm...
    scikit-learn.org/stable/modules/generated/sklearn.neighbors.RadiusNeighborsRegressor.html
    Mon Sep 22 13:26:32 UTC 2025
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  3. CategoricalNB scikit-learn 1.7.2 documentation

    6 , 100 )) >>> y = np . array ([ 1 , 2 , 3 , 4 , 5 , 6 ]) >>>...sklearn.naive_bayes. CategoricalNB ( * , alpha = 1.0 , force_alpha...
    scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.CategoricalNB.html
    Mon Sep 22 13:26:32 UTC 2025
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  4. ParameterGrid scikit-learn 1.7.2 documentation

    'a' : 1 , 'b' : False }, ... { 'a' : 2 , 'b' : True }, { 'a' :...{ 'kernel' : 'rbf' , 'gamma' : 1 }, ... { 'kernel' : 'rbf' , 'gamma'...
    scikit-learn.org/stable/modules/generated/sklearn.model_selection.ParameterGrid.html
    Mon Sep 22 13:26:32 UTC 2025
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  5. DictionaryLearning scikit-learn 1.7.2 documen...

    None , * , alpha = 1 , max_iter = 1000 , tol = 1e-08 , fit_algorithm...0.5 || X - U V || _Fro ^ 2 + alpha * || U || _1 , 1 ( U , V )...
    scikit-learn.org/stable/modules/generated/sklearn.decomposition.DictionaryLearning.html
    Mon Sep 22 13:26:32 UTC 2025
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  6. make_friedman1 scikit-learn 1.7.2 documentation

    X [:, 2 ] - 0.5 ) ** 2 + 10 * X [:, 3 ] + 5 * X [:, 4 ] + noise...formula: y ( X ) = 10 * sin ( pi * X [:, 0 ] * X [:, 1 ]) + 20 * ( X...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.make_friedman1.html
    Mon Sep 22 13:26:32 UTC 2025
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  7. sklearn.covariance scikit-learn 1.7.2 documen...

    top Ctrl + K GitHub Choose version sklearn.covariance # Methods...covariance w/ cross-validated choice of the l1 penalty. LedoitWolf...
    scikit-learn.org/stable/api/sklearn.covariance.html
    Mon Sep 22 13:26:33 UTC 2025
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  8. sklearn.ensemble scikit-learn 1.7.2 documenta...

    Ctrl + K GitHub Choose version sklearn.ensemble # Ensemble-based...Gradient boosting, random forests, bagging, voting, stacking section...
    scikit-learn.org/stable/api/sklearn.ensemble.html
    Mon Sep 22 13:26:33 UTC 2025
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  9. randomized_svd scikit-learn 1.7.2 documentation

    er {auto, QR, LU, none}, default=auto Whether the power...array ([[ 1 , 2 , 3 , 5 ], ... [ 3 , 4 , 5 , 6 ], ... [ 7 , 8 , 9...
    scikit-learn.org/stable/modules/generated/sklearn.utils.extmath.randomized_svd.html
    Mon Sep 22 13:26:32 UTC 2025
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  10. has_fit_parameter scikit-learn 1.7.2 document...

    has_fit_parameter ( SVC (), "sample_weight" ) True On this page...sklearn.utils.validation. has_fit_parameter ( estimator , parameter ) [source]...
    scikit-learn.org/stable/modules/generated/sklearn.utils.validation.has_fit_parameter.html
    Mon Sep 22 13:26:32 UTC 2025
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