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  1. mean_absolute_error — scikit-learn 1.7.2 docume...

    1 ], [ - 1 , 1 ], [ 7 , - 6 ]] >>> y_pred...y_pred = [[ 0 , 2 ], [ - 1 , 2 ], [ 8 , - 5 ]] >>> mean_absolute_error...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.mean_absolute_error.html
    Tue Nov 04 06:34:51 UTC 2025
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  2. mean_squared_error — scikit-learn 1.7.2 documen...

    1 ],[ - 1 , 1 ],[ 7 , - 6 ]] >>> y_pred...y_pred = [[ 0 , 2 ],[ - 1 , 2 ],[ 8 , - 5 ]] >>> mean_squared_error...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.mean_squared_error.html
    Tue Nov 04 06:34:51 UTC 2025
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  3. log_loss — scikit-learn 1.7.2 documentation

    p) = -(y \log (p) + (1 - y) \log (1 - p))\] Read more in the..., "spam" ], ... [[ .1 , .9 ], [ .9 , .1 ], [ .8 , .2 ], [ .35...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.log_loss.html
    Tue Nov 04 06:34:51 UTC 2025
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  4. QuantileTransformer — scikit-learn 1.7.2 docume...

    Added in version 1.5: The option None to disable...all strings. Added in version 1.0. See also quantile_transform...
    scikit-learn.org/stable/modules/generated/sklearn.preprocessing.QuantileTransformer.html
    Mon Nov 03 14:20:05 UTC 2025
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  5. johnson_lindenstrauss_min_dim — scikit-learn 1....

    defined by: (1 - eps) ||u - v||^2 < ||p(u) - p(v)||^2 < (1 + eps) ||u...]0, 1[ and p is a projection by a random Gaussian N(0, 1) matrix...
    scikit-learn.org/stable/modules/generated/sklearn.random_projection.johnson_lindenstrauss_min_dim...
    Tue Nov 04 06:34:51 UTC 2025
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  6. PrecisionRecallDisplay — scikit-learn 1.7.2 doc...

    Added in version 1.3. Attributes : line_ matplotlib...not plotted. Added in version 1.3. ax_ matplotlib Axes Axes with...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.PrecisionRecallDisplay.html
    Tue Nov 04 06:34:51 UTC 2025
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  7. make_circles — scikit-learn 1.7.2 documentation

    int64(1), np.int64(1), np.int64(1), np.int64(0), np.int64(0)]...outer circle in the range [0, 1) . Returns : X ndarray of shape...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.make_circles.html
    Tue Nov 04 06:34:51 UTC 2025
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  8. make_scorer — scikit-learn 1.7.2 documentation

    Added in version 1.4. Deprecated since version 1.6: None is equivalent...scikit-learn 1.5 Release Highlights for scikit-learn 1.5 On this...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.make_scorer.html
    Tue Nov 04 06:34:51 UTC 2025
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  9. GaussianProcessClassifier — scikit-learn 1.7.2 ...

    1, 3.2, and 5.1 from [RW2006] . Internally,...None is passed, the kernel “1.0 * RBF(1.0)” is used as default. Note...
    scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.GaussianProcessClassifier.html
    Tue Nov 04 06:34:51 UTC 2025
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  10. Marvel Reference for 2.x and 1.x | Elastic

    x and 1.x: 2.1 Marvel Reference for 2.x and 1.x: 2.0 Marvel...Reference for 2.x and 1.x Marvel Reference for 2.x and 1.x: 2.4 Marvel...
    www.elastic.co/guide/en/marvel/index.html
    Mon Oct 20 16:32:32 UTC 2025
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