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  1. make_pipeline — scikit-learn 1.7.2 documentation

    scikit-learn 1.1 Release Highlights for scikit-learn 1.1 Release Highlights...scikit-learn 1.0 Release Highlights for scikit-learn 1.0 Release...
    scikit-learn.org/stable/modules/generated/sklearn.pipeline.make_pipeline.html
    Wed Sep 17 19:57:59 UTC 2025
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  2. SGD: Penalties — scikit-learn 1.7.2 documentation

    [( - 1 , - 1 )], ) plt . clabel ( l2_contour , inline = 1 , fontsize...18 , fmt = { 1.0 : "L2" }, manual = [( - 1 , - 1 )]) plt . clabel...
    scikit-learn.org/stable/auto_examples/linear_model/plot_sgd_penalties.html
    Wed Sep 17 19:58:00 UTC 2025
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  3. Multi-class AdaBoosted Decision Trees — scikit-...

    as depicted by Figure 1 in Zhu et al [ 1 ] . The core principle...of trees" : range ( 1 , n_estimators + 1 ), "AdaBoost" : [ m...
    scikit-learn.org/stable/auto_examples/ensemble/plot_adaboost_multiclass.html
    Wed Sep 17 19:57:59 UTC 2025
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  4. Examples of Using FrozenEstimator — scikit-lear...

    same three data points: [1 1 1] Now imagine you’d want to set...scikit-learn 1.5 Release Highlights for scikit-learn 1.5 Probability...
    scikit-learn.org/stable/auto_examples/frozen/plot_frozen_examples.html
    Wed Sep 17 19:57:58 UTC 2025
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  5. matthews_corrcoef — scikit-learn 1.7.2 document...

    [ + 1 , + 1 , + 1 , - 1 ] >>> y_pred = [ + 1 , - 1 , + 1 , +...value between -1 and +1. A coefficient of +1 represents a perfect...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.matthews_corrcoef.html
    Wed Sep 17 19:57:58 UTC 2025
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  6. Comparison of Calibration of Classifiers — scik...

    1 ) proba_neg_class = 1 - proba_pos_class proba...[( 2 , 0 ), ( 2 , 1 ), ( 3 , 0 ), ( 3 , 1 )] for i , ( _ , name...
    scikit-learn.org/stable/auto_examples/calibration/plot_compare_calibration.html
    Wed Sep 17 19:57:58 UTC 2025
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  7. sklearn.neighbors — scikit-learn 1.7.2 document...

    The k-nearest neighbors algorithms. User guide. See the Nearest Neighbors section for further details.
    scikit-learn.org/stable/api/sklearn.neighbors.html
    Wed Sep 17 19:57:59 UTC 2025
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  8. sklearn.svm — scikit-learn 1.7.2 documentation

    Support vector machine algorithms. User guide. See the Support Vector Machines section for further details.
    scikit-learn.org/stable/api/sklearn.svm.html
    Wed Sep 17 19:57:59 UTC 2025
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  9. sklearn.frozen — scikit-learn 1.7.2 documentation

    Skip to main content Back to top Ctrl + K GitHub Choose version sklearn.frozen # FrozenEstimator Estimator that wraps...
    scikit-learn.org/stable/api/sklearn.frozen.html
    Wed Sep 17 19:58:00 UTC 2025
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  10. get_config — scikit-learn 1.7.2 documentation

    Skip to main content Back to top Ctrl + K GitHub Choose version get_config # sklearn. get_config ( ) [source] # Retri...
    scikit-learn.org/stable/modules/generated/sklearn.get_config.html
    Wed Sep 17 19:57:59 UTC 2025
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