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  1. LogisticRegressionCV — scikit-learn 1.7.2...

    means 1 unless in a joblib.parallel_backend context. -1 means...version 1.5: multi_class was deprecated in version 1.5 and will...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegressionCV.html
    Sat Nov 15 10:03:27 GMT 2025
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  2. Birch — scikit-learn 1.7.2 documentation

    1 ], [ 0.3 , 1 ], [ - 0.3 , 1 ], [ 0 , - 1 ], [ 0.3...predict ( X ) array([0, 0, 0, 1, 1, 1]) For a comparison of the BIRCH...
    scikit-learn.org/stable/modules/generated/sklearn.cluster.Birch.html
    Sat Nov 15 10:03:26 GMT 2025
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  3. BaseEstimator — scikit-learn 1.7.2 docume...

    array ([ 1 , 0 , 1 ]) >>> estimator...__init__ ( self , * , param = 1 ): ... self . param = param ......
    scikit-learn.org/stable/modules/generated/sklearn.base.BaseEstimator.html
    Sat Nov 15 10:03:26 GMT 2025
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  4. LassoCV — scikit-learn 1.7.2 documentation

    since version 1.7: n_alphas was deprecated in 1.7 and will be...since version 1.7: alphas=None was deprecated in 1.7 and will be...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.LassoCV.html
    Sat Nov 15 10:03:27 GMT 2025
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  5. ElasticNet — scikit-learn 1.7.2 documenta...

    l1_ratio = 1 it is an L1 penalty. For 0 < l1_ratio < 1 , the...0.568], [ 0., 1.120, 0.620], [-0., -2.129, -1.128], [ 0., 23.046,...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.ElasticNet.html
    Sat Nov 15 10:03:27 GMT 2025
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  6. MDS — scikit-learn 1.7.2 documentation

    n_init will change from 4 to 1 in version 1.9. max_iter int, default=300...means 1 unless in a joblib.parallel_backend context. -1 means...
    scikit-learn.org/stable/modules/generated/sklearn.manifold.MDS.html
    Sat Nov 15 10:03:26 GMT 2025
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  7. LogisticRegression — scikit-learn 1.7.2 d...

    scikit-learn 1.1 Release Highlights for scikit-learn 1.1 Release Highlights..., C = 1.0 , fit_intercept = True , intercept_scaling = 1 , class_weight...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html
    Sat Nov 15 10:03:27 GMT 2025
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  8. AdaBoostClassifier — scikit-learn 1.7.2 d...

    initialized with max_depth=1 . Added in version 1.2: base_estimator was...the range [1, inf) . learning_rate float, default=1.0 Weight applied...
    scikit-learn.org/stable/modules/generated/sklearn.ensemble.AdaBoostClassifier.html
    Sat Nov 15 10:03:26 GMT 2025
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  9. gen_even_slices — scikit-learn 1.7.2 docu...

    1, None), slice(1, 2, None), ..., slice(9,...list ( gen_even_slices ( 10 , 1 )) [slice(0, 10, None)] >>>...
    scikit-learn.org/stable/modules/generated/sklearn.utils.gen_even_slices.html
    Fri Nov 14 17:52:08 GMT 2025
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  10. lars_path — scikit-learn 1.7.2 documentation

    the case method=’lasso’ is: ( 1 / ( 2 * n_samples )) * || y -...equation (see discussion in [1] ). Read more in the User Guide...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.lars_path.html
    Sat Nov 15 10:03:27 GMT 2025
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