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  1. SGDClassifier — scikit-learn 1.5.2 documentation

    [ - 2 , - 1 ], [ 1 , 1 ], [ 2 , 1 ]]) >>> Y = np...np . array ([ 1 , 1 , 2 , 2 ]) >>> # Always scale the input. The...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.SGDClassifier.html
    Wed Sep 18 20:56:23 UTC 2024
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  2. PolynomialCountSketch — scikit-learn 1.5.2 docu...

    degree = 2 , coef0 = 0 , n_components = 100...approximated. degree int, default=2 Degree of the polynomial kernel...
    scikit-learn.org/stable/modules/generated/sklearn.kernel_approximation.PolynomialCountSketch.html
    Wed Sep 18 20:56:23 UTC 2024
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  3. AffinityPropagation — scikit-learn 1.5.2 docume...

    2 ], [ 1 , 4 ], [ 1 , 0 ], ... [ 4 , 2 ], [ 4 , 4...cluster_centers_ array([[1, 2], [4, 2]]) fit ( X , y = None ) [source]...
    scikit-learn.org/stable/modules/generated/sklearn.cluster.AffinityPropagation.html
    Wed Sep 18 20:56:26 UTC 2024
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  4. ElasticNetCV — scikit-learn 1.5.2 documentation

    objective is: 1 / ( 2 * n_samples ) * || y - Xw ||^ 2_2 + alpha * l1_ratio...it is: 1 / ( 2 * n_samples ) * || y - Xw ||^ 2_2 + alpha * l1_ratio...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.ElasticNetCV.html
    Wed Sep 18 20:56:23 UTC 2024
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  5. make_multilabel_classification — scikit-learn 1...

    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
    Wed Sep 18 20:56:25 UTC 2024
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  6. PowerTransformer — scikit-learn 1.5.2 documenta...

    2 ], [ 3 , 2 ], [ 4 , 5 ]] >>> print...X < 0 and lambda_ != 2 : X = 1 - ( - ( 2 - lambda_ ) * X_trans...
    scikit-learn.org/stable/modules/generated/sklearn.preprocessing.PowerTransformer.html
    Tue Sep 17 17:21:49 UTC 2024
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  7. classification_report — scikit-learn 1.5.2 docu...

    2 , 2 , 2 ] >>> y_pred = [ 0 , 0 , 2 , 2 , 1 ] >>>...sample_weight = None , digits = 2 , output_dict = False , zero_division...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.classification_report.html
    Wed Sep 18 20:56:26 UTC 2024
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  8. CCA — scikit-learn 1.5.2 documentation

    [ 2. , 2. , 2. ], [ 3. , 5. , 4. ]] >>>...y = [[ 0.1 , - 0.2 ], [ 0.9 , 1.1 ], [ 6.2 , 5.9 ], [ 11.9 ,...
    scikit-learn.org/stable/modules/generated/sklearn.cross_decomposition.CCA.html
    Wed Sep 18 20:56:26 UTC 2024
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  9. GradientBoostingClassifier — scikit-learn 1.5.2...

    min_samples_split = 2 , min_samples_leaf = 1 , min_...min_samples_split int or float, default=2 The minimum number of samples...
    scikit-learn.org/stable/modules/generated/sklearn.ensemble.GradientBoostingClassifier.html
    Wed Sep 18 20:56:26 UTC 2024
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  10. HalvingRandomSearchCV — scikit-learn 1.5.2 docu...

    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.HalvingRandomSearchCV.html
    Wed Sep 18 20:56:23 UTC 2024
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