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  1. fetch_20newsgroups — scikit-learn 1.8.0 d...

    1, 1, 1, 0, 1, 1, 0, 0, 0]) Gallery examples...Added in version 1.5. delay float, default=1.0 Number of seconds...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_20newsgroups.html
    Mon Mar 09 14:07:57 UTC 2026
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  2. LogisticRegression — scikit-learn 1.8.0 d...

    scikit-learn 1.1 Release Highlights for scikit-learn 1.1 Release Highlights...since version 1.8: penalty was deprecated in version 1.8 and will...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html
    Mon Mar 09 14:07:54 UTC 2026
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  3. Birch — scikit-learn 1.8.0 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
    Mon Mar 09 14:07:53 UTC 2026
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  4. roc_auc_score — scikit-learn 1.8.0 docume...

    classes_[1] and thus estimator.predict_proba(X, y)[:, 1] . The...it is upper bounded by 1. References [ 1 ] Wikipedia entry for...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.roc_auc_score.html
    Mon Mar 09 14:07:53 UTC 2026
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  5. root_mean_squared_error — scikit-learn 1....

    1 ],[ - 1 , 1 ],[ 7 , - 6 ]] >>>...User Guide . Added in version 1.4. Parameters : y_true array-like...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.root_mean_squared_error.html
    Mon Mar 09 14:07:53 UTC 2026
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  6. MultiTaskLassoCV — scikit-learn 1.8.0 doc...

    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.MultiTaskLassoCV.html
    Mon Mar 09 14:07:57 UTC 2026
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  7. ElasticNet — scikit-learn 1.8.0 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
    Mon Mar 09 14:07:54 UTC 2026
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  8. AdaBoostClassifier — scikit-learn 1.8.0 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
    Mon Mar 09 14:07:53 UTC 2026
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  9. LassoCV — scikit-learn 1.8.0 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
    Mon Mar 09 14:07:54 UTC 2026
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  10. IncrementalPCA — scikit-learn 1.8.0 docum...

    ([[ - 1 , - 1 ], [ - 2 , - 1 ], [ - 3 , - 2 ], ... [ 1 , 1 ], [...principal components, versus 1 large SVD of complexity O(n_samples...
    scikit-learn.org/stable/modules/generated/sklearn.decomposition.IncrementalPCA.html
    Mon Mar 09 14:07:57 UTC 2026
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