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  1. LassoLars — scikit-learn 1.7.2 documentation

    float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...max_iter = 500 , eps = np.float64(2.220446049250313e-16) , copy_X...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.LassoLars.html
    Fri Dec 05 17:52:54 GMT 2025
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  2. zero_one_loss — scikit-learn 1.7.2 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
    Fri Dec 05 17:52:54 GMT 2025
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  3. Lars — scikit-learn 1.7.2 documentation

    float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...n_nonzero_coefs = 500 , eps = np.float64(2.220446049250313e-16) , copy_X...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.Lars.html
    Fri Dec 05 17:52:54 GMT 2025
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  4. dcg_score — scikit-learn 1.7.2 documentation

    log_base = 2 , sample_weight = None , ignore_ties...outputs. log_base float, default=2 Base of the logarithm used for...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.dcg_score.html
    Fri Dec 05 17:52:54 GMT 2025
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  5. make_friedman1 — scikit-learn 1.7.2 docum...

    2 ] - 0.5 ) ** 2 + 10 * X [:, 3 ] + 5 *...in Friedman [1] and Breiman [2]. Inputs X are independent features...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.make_friedman1.html
    Fri Dec 05 17:52:55 GMT 2025
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  6. all_estimators — scikit-learn 1.7.2 docum...

    'tuple'> >>> estimators [: 2 ] [('ARDRegression', <class...) >>> classifiers [: 2 ] [('AdaBoostClassifier',...
    scikit-learn.org/stable/modules/generated/sklearn.utils.discovery.all_estimators.html
    Fri Nov 21 09:29:38 GMT 2025
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  7. power_transform — scikit-learn 1.7.2 docu...

    2 ], [ 3 , 2 ], [ 4 , 5 ]] >>>...and negative values ‘box-cox’ [2] , only works with strictly positive...
    scikit-learn.org/stable/modules/generated/sklearn.preprocessing.power_transform.html
    Fri Dec 05 17:52:54 GMT 2025
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  8. Exponentiation — scikit-learn 1.7.2 docum...

    2) is equivalent to using the **...** operator with RBF() ** 2 . Read more in the User Guide . Added...
    scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.kernels.Exponentiation.html
    Fri Dec 05 17:52:55 GMT 2025
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  9. gen_batches — scikit-learn 1.7.2 document...

    list ( gen_batches ( 2 , 3 )) [slice(0, 2, None)] >>>...gen_batches ( 7 , 3 , min_batch_size = 2 )) [slice(0, 3, None), slice(3,...
    scikit-learn.org/stable/modules/generated/sklearn.utils.gen_batches.html
    Tue Dec 02 16:12:16 GMT 2025
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  10. additive_chi2_kernel — scikit-learn 1.7.2...

    -2.], [-2., -1.]]) On this page This...given by: k(x, y) = -Sum [(x - y)^2 / (x + y)] It can be interpreted...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise.additive_chi2_kernel.html
    Fri Dec 05 17:52:55 GMT 2025
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