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  1. make_column_transformer — scikit-learn 1.7.1 do...

    means 1 unless in a joblib.parallel_backend context. -1 means...Added in version 1.5. Changed in version 1.7: The default value...
    scikit-learn.org/stable/modules/generated/sklearn.compose.make_column_transformer.html
    Sat Aug 02 00:15:38 UTC 2025
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  2. 1.10. Decision Trees — scikit-learn 1.7.1 docum...

    1 , 2 , 3 ]) . reshape ( - 1 , 1 ) >>> y = [ 0 , 1 , 1 , 1.... nan , - 1 , np . nan , 1 ]) . reshape ( - 1 , 1 ) >>> y = [...
    scikit-learn.org/stable/modules/tree.html
    Sat Aug 02 00:15:36 UTC 2025
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  3. 1.13. Feature selection — scikit-learn 1.7.1 do...

    [1, 0], [0, 0], [1, 1], [1, 0], [1, 1]]) As expected, VarianceThreshold...0 , 0 , 1 ], [ 0 , 1 , 0 ], [ 1 , 0 , 0 ], [ 0 , 1 , 1 ], [ 0...
    scikit-learn.org/stable/modules/feature_selection.html
    Sat Aug 02 00:15:35 UTC 2025
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  4. 8.1. Toy datasets — scikit-learn 1.7.1 document...

    length: 1.0 6.9 3.76 1.76 0.9490 (high!) petal width: 0.1 2.5 1.20...0.41 3.58 1.59 0.57 Colour Intensity: 1.3 13.0 5.1 2.3 Hue: 0.48...
    scikit-learn.org/stable/datasets/toy_dataset.html
    Sat Aug 02 00:15:36 UTC 2025
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  5. 1.16. Probability calibration — scikit-learn 1....

    model [ 4 ] : \[p(y_i = 1 | f_i) = \frac{1}{1 + \exp(A f_i + B)} \,,\]...e.g. using many more features. 1.16.1. Calibration curves # Calibration...
    scikit-learn.org/stable/modules/calibration.html
    Sat Aug 02 00:15:38 UTC 2025
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  6. ConfusionMatrixDisplay — scikit-learn 1.7.1 doc...

    scikit-learn 1.5 Release Highlights for scikit-learn 1.5 Label Propagation...are set from 0 to n_classes - 1 . Attributes : im_ matplotlib...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.ConfusionMatrixDisplay.html
    Sat Aug 02 00:15:38 UTC 2025
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  7. Release History — scikit-learn 1.7.1 documentation

    Version 1.1.3 Version 1.1.2 Version 1.1.1 Version 1.1.0 Version...Version 1.2 Version 1.2.2 Version 1.2.1 Version 1.2.0 Version 1.1 Version...
    scikit-learn.org/stable/whats_new.html
    Sat Aug 02 00:15:38 UTC 2025
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  8. 移行 1.1.0 to 1.1.0-sp4 | DBFlute

    SiteMap | Author's Blog 移行 1.1.0 to 1.1.0-sp4 お約束の注意点 環境上の注意点 な...互換モード、LambdaのselectEntity()の戻り値 1.0.x から 1.1.x に互換モードで移行した人だけが対象です。 ...
    dbflute.seasar.org/ja/environment/upgrade/migration/migrate110to110sp4.html
    Fri Aug 01 05:03:00 UTC 2025
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  9. Feature discretization — scikit-learn 1.7.1 doc...

    logspace ( - 1 , 1 , 3 )}, ), ( make_pipeline (..."linearsvc__C" : np . logspace ( - 1 , 1 , 3 )}, ), ( make_pipeline (...
    scikit-learn.org/stable/auto_examples/preprocessing/plot_discretization_classification.html
    Sat Aug 02 00:15:37 UTC 2025
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  10. Classifier comparison — scikit-learn 1.7.1 docu...

    C = 1 , random_state = 42 ), GaussianProcessClass ( 1.0 * RBF...max_features = 1 , random_state = 42 ), MLPClassifier ( alpha = 1 , max_iter...
    scikit-learn.org/stable/auto_examples/classification/plot_classifier_comparison.html
    Sat Aug 02 00:15:37 UTC 2025
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