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  1. permutation_test_score scikit-learn 1.7.2 doc...

    permutation_test_score ( ... estimator , X , y , random_state = 0 ... ) >>> print...instead. E.g.: permutation_test_score(..., params={'groups': groups})...
    scikit-learn.org/stable/modules/generated/sklearn.model_selection.permutation_test_score.html
    Wed Sep 10 13:46:53 UTC 2025
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  2. FeatureUnion scikit-learn 1.7.2 documentation

    FeatureUnion ([( "pca" , PCA ( n_components = 1 )), ... ( "svd" , TruncatedSVD...3.04, -0.872], [ 1.5 , 5.72, 0.463]]) >>> # An estimator's parameter...
    scikit-learn.org/stable/modules/generated/sklearn.pipeline.FeatureUnion.html
    Wed Sep 10 13:46:53 UTC 2025
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  3. FixedThresholdClassifier scikit-learn 1.7.2 d...

    n_samples = 1_000 , weights = [ 0.9 , 0.1 ], class_sep = 0.8 , random_state...train_test_split ( ... X , y , stratify = y , random_state = 42 ... ) >>>...
    scikit-learn.org/stable/modules/generated/sklearn.model_selection.FixedThresholdClassifier.html
    Wed Sep 10 13:46:55 UTC 2025
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  4. OutputCodeClassifier scikit-learn 1.7.2 docum...

    y ) >>> clf . predict ([[ 0 , 0 , 0 , 0 ]]) array([1]) fit (...RandomForestClassifi ( random_state = 0 ), ... random_state = 0 ) . fit ( X ,...
    scikit-learn.org/stable/modules/generated/sklearn.multiclass.OutputCodeClassifier.html
    Wed Sep 10 13:46:55 UTC 2025
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  5. KFold scikit-learn 1.7.2 documentation

    np . array ([[ 1 , 2 ], [ 3 , 4 ], [ 1 , 2 ], [ 3 , 4 ]]) >>>...train_index , test_index ) in enumerate ( kf . split ( X )): ... print...
    scikit-learn.org/stable/modules/generated/sklearn.model_selection.KFold.html
    Wed Sep 10 13:46:53 UTC 2025
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  6. ShrunkCovariance scikit-learn 1.7.2 documenta...

    covariance_ array([[0.7387, 0.2536], [0.2536, 0.4110]]) >>> cov . location_...sqrt(tr(A^t.A)) - spectral: sqrt(max(eigenvalues(A^t.A)) where...
    scikit-learn.org/stable/modules/generated/sklearn.covariance.ShrunkCovariance.html
    Wed Sep 10 13:46:55 UTC 2025
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  7. fetch_kddcup99 scikit-learn 1.7.2 documentation

    Guide . Added in version 0.18. Parameters : subset {SA, SF’,...encountered. Added in version 1.5. delay float, default=1.0 Number...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_kddcup99.html
    Wed Sep 10 13:46:55 UTC 2025
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  8. fetch_olivetti_faces scikit-learn 1.7.2 docum...

    encountered. Added in version 1.5. delay float, default=1.0 Number...return_X_y = False , n_retries = 3 , delay = 1.0 ) [source] # Load the...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_olivetti_faces.html
    Wed Sep 10 13:46:53 UTC 2025
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  9. make_checkerboard scikit-learn 1.7.2 document...

    biclustering. References [ 1 ] Kluger, Y., Basri, R., Chang, J. T., &...make_checkerboard ( shape = ( 300 , 300 ), n_clusters = 10 , ... random_state...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.make_checkerboard.html
    Wed Sep 10 13:46:53 UTC 2025
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  10. make_biclusters scikit-learn 1.7.2 documentation

    shape (10, 20) >>> rows . shape (2, 10) >>> cols . shape (2, 20) Gallery...biclustering. References [ 1 ] Dhillon, I. S. (2001, August). Co-clustering...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.make_biclusters.html
    Wed Sep 10 13:46:55 UTC 2025
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