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  1. make_friedman2 — scikit-learn 1.8.0 docum...

    0 ] ** 2 + ( X [:, 1 ] * X [:, 2 ] - 1 / ( X [:, 1...[source] # Generate the “Friedman #2” regression problem. This dataset...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.make_friedman2.html
    Mon Feb 09 10:22:28 GMT 2026
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  2. 1.6. Nearest Neighbors — scikit-learn 1.8...

    [ - 2 , - 1 ], [ - 3 , - 2 ], [ 1 , 1 ], [ 2 , 1 ], [ 3...- 1 ], [ - 2 , - 1 ], [ - 3 , - 2 ], [ 1 , 1 ], [ 2 , 1 ], [ 3...
    scikit-learn.org/stable/modules/neighbors.html
    Mon Feb 09 10:22:28 GMT 2026
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  3. grid_search.rst.txt

    +--------- | 3 * 2 = 6 | 70 // 2 = 35 | +--------- | 6 * 2 = 12 | 35...35 // 2 = 17 | +--------- | 12 * 2 = 24 | 17 // 2 = 8 | +---------...
    scikit-learn.org/stable/_sources/modules/grid_search.rst.txt
    Mon Feb 09 10:22:28 GMT 2026
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  4. mean_tweedie_deviance — scikit-learn 1.8....

    = [ 2 , 0 , 1 , 4 ] >>> y_pred = [ 0.5 , 0.5 , 2. , 2....y_pred > 0. 1 < p < 2 : Compound Poisson distribution....
    scikit-learn.org/stable/modules/generated/sklearn.metrics.mean_tweedie_deviance.html
    Mon Feb 09 10:22:28 GMT 2026
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  5. VotingClassifier — scikit-learn 1.8.0 doc...

    [ - 2 , - 1 ], [ - 3 , - 2 ], [ 1 , 1 ], [ 2 , 1 ], [ 3...3 , 2 ]]) >>> y = np . array ([ 1 , 1 , 1 , 2 , 2 , 2...
    scikit-learn.org/stable/modules/generated/sklearn.ensemble.VotingClassifier.html
    Mon Feb 09 10:22:28 GMT 2026
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  6. Ridge coefficients as a function of the L2 Regu...

    - X \beta \|^{2}_{2} + \alpha \| \beta \|^{2}_{2}\) where \(X\)...side (e.g. \(\|y - X\beta\|^{2}_{2}\) ) measures the squared difference...
    scikit-learn.org/stable/auto_examples/linear_model/plot_ridge_coeffs.html
    Mon Feb 09 10:22:29 GMT 2026
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  7. RadiusNeighborsRegressor — scikit-learn 1...

    float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...'auto' , leaf_size = 30 , p = 2 , metric = 'minkowski' , metric_params...
    scikit-learn.org/stable/modules/generated/sklearn.neighbors.RadiusNeighborsRegressor.html
    Mon Feb 09 10:22:28 GMT 2026
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  8. zero_one_loss — scikit-learn 1.8.0 docume...

    2 , 3 , 4 ] >>> y_true = [ 2 , 2 , 3 , 4 ]...], [ 1 , 1 ]]), np . ones (( 2 , 2 ))) 0.5 On this page This Page...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.zero_one_loss.html
    Mon Feb 09 10:22:28 GMT 2026
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  9. LeavePGroupsOut — scikit-learn 1.8.0 docu...

    group=[2] Test: index=[0 2], group=[1 3] Fold 2: Train: index=[0],...([ 1 , 2 , 1 ]) >>> groups = np . array ([ 1 , 2 , 3 ])...
    scikit-learn.org/stable/modules/generated/sklearn.model_selection.LeavePGroupsOut.html
    Mon Feb 09 10:22:28 GMT 2026
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  10. confusion_matrix — scikit-learn 1.8.0 doc...

    >>> y_true = [ 2 , 0 , 2 , 2 , 0 , 1 ] >>> y_pred...y_pred = [ 0 , 0 , 2 , 2 , 0 , 2 ] >>> confusion_matrix...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.confusion_matrix.html
    Mon Feb 09 10:22:28 GMT 2026
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