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  1. DBSCAN — scikit-learn 1.8.0 documentation

    1, 1, -1]) >>> clustering...means 1 unless in a joblib.parallel_backend context. -1 means...
    scikit-learn.org/stable/modules/generated/sklearn.cluster.DBSCAN.html
    Mon Dec 22 11:58:31 GMT 2025
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  2. DummyClassifier — scikit-learn 1.8.0 docu...

    ([ - 1 , 1 , 1 , 1 ]) >>> y = np . array ([ 0 , 1 , 1...dummy_clf . predict ( X ) array([1, 1, 1, 1]) >>> dummy_clf...
    scikit-learn.org/stable/modules/generated/sklearn.dummy.DummyClassifier.html
    Mon Dec 22 11:58:30 GMT 2025
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  3. inplace_csr_row_normalize_l2 — scikit-lea...

    1 , 2 , 3 ]) >>> data = np . array ([ 1.0 , 2.0...0. ], [0. , 0. , 1. , 0. ], [0. , 0. , 0. , 1. ]]) On this page...
    scikit-learn.org/stable/modules/generated/sklearn.utils.sparsefuncs_fast.inplace_csr_row_normaliz...
    Mon Dec 22 11:58:31 GMT 2025
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  4. mean_absolute_error — scikit-learn 1.8.0 ...

    1 ], [ - 1 , 1 ], [ 7 , - 6 ]] >>>...>>> y_pred = [[ 0 , 2 ], [ - 1 , 2 ], [ 8 , - 5 ]] >>>...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.mean_absolute_error.html
    Mon Dec 22 11:58:31 GMT 2025
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  5. MiniBatchNMF — scikit-learn 1.8.0 documen...

    array ([[ 1 , 1 ], [ 2 , 1 ], [ 3 , 1.2 ], [ 4 , 1 ], [ 5 , 0.8...scikit-learn 1.1 Release Highlights for scikit-learn 1.1 On this page...
    scikit-learn.org/stable/modules/generated/sklearn.decomposition.MiniBatchNMF.html
    Mon Dec 22 11:58:29 GMT 2025
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  6. GaussianMixture — scikit-learn 1.8.0 docu...

    array ([[ 1 , 2 ], [ 1 , 4 ], [ 1 , 0 ], [ 10 , 2 ],...GaussianMixture ( n_components = 1 , * , covariance_type = 'full'...
    scikit-learn.org/stable/modules/generated/sklearn.mixture.GaussianMixture.html
    Mon Dec 22 11:58:30 GMT 2025
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  7. OneVsOneClassifier — scikit-learn 1.8.0 d...

    1, 0, 2, 0, 2, 0, 1, 1, 1]) decision_function...means 1 unless in a joblib.parallel_backend context. -1 means...
    scikit-learn.org/stable/modules/generated/sklearn.multiclass.OneVsOneClassifier.html
    Mon Dec 22 11:58:31 GMT 2025
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  8. mean_squared_error — scikit-learn 1.8.0 d...

    1 ],[ - 1 , 1 ],[ 7 , - 6 ]] >>>...>>> y_pred = [[ 0 , 2 ],[ - 1 , 2 ],[ 8 , - 5 ]] >>>...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.mean_squared_error.html
    Mon Dec 22 11:58:29 GMT 2025
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  9. MiniBatchSparsePCA — scikit-learn 1.8.0 d...

    means 1 unless in a joblib.parallel_backend context. -1 means...tol to 0.0. Added in version 1.1. max_no_improvement int or None,...
    scikit-learn.org/stable/modules/generated/sklearn.decomposition.MiniBatchSparsePCA.html
    Mon Dec 22 11:58:31 GMT 2025
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  10. SparseRandomProjection — scikit-learn 1.8...

    with probability 1 / 2s 0 with probability 1 - 1 / s +sqrt(s) /...Added in version 1.1. density_ float in range 0.0 - 1.0 Concrete density...
    scikit-learn.org/stable/modules/generated/sklearn.random_projection.SparseRandomProjection.html
    Mon Dec 22 11:58:31 GMT 2025
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