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  1. v_measure_score — scikit-learn 1.7.2 docu...

    2 ], [ 0 , 0 , 1 , 1 ])) 0.8 >>>...% v_measure_score ([ 0 , 1 , 2 , 3 ], [ 0 , 0 , 1 , 1 ])) 0.67...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.v_measure_score.html
    Tue Dec 02 10:54:43 GMT 2025
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  2. KNeighborsTransformer — scikit-learn 1.7....

    array([[2]])) As you can see, it returns [[0.5]], and [[2]], which..., metric = 'minkowski' , p = 2 , metric_params = None , n_jobs...
    scikit-learn.org/stable/modules/generated/sklearn.neighbors.KNeighborsTransformer.html
    Tue Dec 02 16:12:16 GMT 2025
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  3. QuadraticDiscriminantAnalysis — scikit-le...

    [ - 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.discriminant_analysis.QuadraticDiscriminantAnal...
    Tue Dec 02 16:12:17 GMT 2025
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  4. Matern — scikit-learn 1.7.2 documentation

    \frac{1}{\Gamma(\nu)2^{\nu-1}}\Bigg( \frac{\sqrt{2\nu}}{l} d(x_i ,...the RBF kernel. When \(\nu = 1/2\) , the Matérn kernel becomes...
    scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.kernels.Matern.html
    Tue Dec 02 16:12:16 GMT 2025
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  5. make_moons — scikit-learn 1.7.2 documenta...

    2 , random_state = 42 ) >>> X . shape (200, 2) >>>...n_samples int or tuple of shape (2,), dtype=int, default=100 If int,...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.make_moons.html
    Tue Dec 02 16:12:17 GMT 2025
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  6. make_biclusters — scikit-learn 1.7.2 docu...

    shape (2, 10) >>> cols . shape (2, 20) Gallery...shape = ( 10 , 20 ), n_clusters = 2 , random_state = 42 ... ) >>>...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.make_biclusters.html
    Tue Dec 02 16:12:17 GMT 2025
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  7. QuantileRegressor — scikit-learn 1.7.2 do...

    float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...n_samples , n_features = 10 , 2 >>> rng = np . random...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.QuantileRegressor.html
    Tue Dec 02 16:12:16 GMT 2025
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  8. IsotonicRegression — scikit-learn 1.7.2 d...

    float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...Operations Research Vol. 14, No. 2 (May, 1989), pp. 303-308 Isotone...
    scikit-learn.org/stable/modules/generated/sklearn.isotonic.IsotonicRegression.html
    Tue Dec 02 16:12:17 GMT 2025
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  9. SVC — scikit-learn 1.7.2 documentation

    [ - 2 , - 1 ], [ 1 , 1 ], [ 2 , 1 ]]) >>>...>>> y = np . array ([ 1 , 1 , 2 , 2 ]) >>> from sklearn.svm...
    scikit-learn.org/stable/modules/generated/sklearn.svm.SVC.html
    Tue Dec 02 14:42:11 GMT 2025
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  10. RationalQuadratic — scikit-learn 1.7.2 do...

    x_j)^2 }{ 2\alpha l^2}\right)^{-\alpha}\] where...>>> gpc . predict_proba ( X [: 2 ,:]) array([[0.8881, 0.0566, 0.05518],...
    scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.kernels.RationalQuadratic.html
    Tue Dec 02 16:12:16 GMT 2025
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