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  1. permutation_test_score — scikit-learn 1.7.2 doc...

    p-value is 1/(n_permutations + 1), the worst is 1.0. Notes This...means 1 unless in a joblib.parallel_backend context. -1 means...
    scikit-learn.org/stable/modules/generated/sklearn.model_selection.permutation_test_score.html
    Wed Sep 17 19:57:58 UTC 2025
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  2. 8.4. Loading other datasets — scikit-learn 1.7....

    1. Sample images # Scikit-learn...forget to scale to the range 0 - 1 as done in the following example....
    scikit-learn.org/stable/datasets/loading_other_datasets.html
    Wed Sep 17 19:57:59 UTC 2025
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  3. 7.3. Preprocessing data — scikit-learn 1.7.2 do...

    1. , 0.1], [4.4, 2.2, 1.1, 0.1], [4.4, 2.2, 1.2, 0.1], ...,...0. , -1.22, 1.33 ], [ 1.22, 0. , -0.267], [-1.22, 1.22, -1.06 ]])...
    scikit-learn.org/stable/modules/preprocessing.html
    Wed Sep 17 19:58:00 UTC 2025
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  4. fetch_openml — scikit-learn 1.7.2 documentation

    scikit-learn 1.1 Release Highlights for scikit-learn 1.1 Release Highlights...Added in version 1.2. Changed in version 1.4: The default value...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_openml.html
    Wed Sep 17 19:57:59 UTC 2025
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  5. 7.2. Feature extraction — scikit-learn 1.7.2 do...

    array([[1, 1, 1, 0, 1, 1, 1, 0], [1, 1, 0, 1, 1, 1, 0, 1]]) In...array([[0, 1, 1, 1, 0, 0, 1, 0, 1], [0, 1, 0, 1, 0, 2, 1, 0, 1], [1,...
    scikit-learn.org/stable/modules/feature_extraction.html
    Wed Sep 17 19:57:59 UTC 2025
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  6. make_gaussian_quantiles — scikit-learn 1.7.2 do...

    dataset is from Zhu et al [1]. References [ 1 ] Zhu, H. Zou, S. Rosset,...es ( * , mean = None , cov = 1.0 , n_samples = 100 , n_features...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.make_gaussian_quantiles.html
    Wed Sep 17 19:57:58 UTC 2025
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  7. fetch_20newsgroups_vectorized — scikit-learn 1....

    Added in version 1.5. delay float, default=1.0 Number of seconds...False , n_retries = 3 , delay = 1.0 ) [source] # Load and vectorize...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_20newsgroups_vectorized.html
    Wed Sep 17 19:57:59 UTC 2025
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  8. brier_score_loss — scikit-learn 1.7.2 documenta...

    y_true in {-1, 1} or {0, 1}, pos_label defaults to 1; else if y_true...defined as: \[\frac{1}{N}\sum_{i=1}^{N}\sum_{c=1}^{C}(y_{ic} - \hat{p}_{ic})^{2}\]...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.brier_score_loss.html
    Wed Sep 17 19:57:58 UTC 2025
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  9. make_swiss_roll — scikit-learn 1.7.2 documentation

    algorithm is from Marsland [1]. References [ 1 ] S. Marsland, “Machine...from Stephen Marsland’s code [1]. Parameters : n_samples int,...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.make_swiss_roll.html
    Wed Sep 17 19:58:00 UTC 2025
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  10. validation_curve — scikit-learn 1.7.2 documenta...

    means 1 unless in a joblib.parallel_backend context. -1 means...GroupKFold ). Changed in version 1.6: groups can only be passed if...
    scikit-learn.org/stable/modules/generated/sklearn.model_selection.validation_curve.html
    Wed Sep 17 19:58:00 UTC 2025
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