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  1. f_regression — scikit-learn 1.7.2 documentation

    2.67e13, 2.66]) >>> p_values array([0.276,...many regressors. This is done in 2 steps: The cross correlation between...
    scikit-learn.org/stable/modules/generated/sklearn.feature_selection.f_regression.html
    Sun Nov 09 07:16:24 UTC 2025
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  2. minmax_scale — scikit-learn 1.7.2 documentation

    minmax_scale >>> X = [[ - 2 , 1 , 2 ], [ - 1 , 0 , 1 ]] >>> minmax_scale...
    scikit-learn.org/stable/modules/generated/sklearn.preprocessing.minmax_scale.html
    Sun Nov 09 07:16:24 UTC 2025
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  3. SpectralClustering — scikit-learn 1.7.2 documen...

    ( - dist_matrix ** 2 / ( 2. * delta ** 2 )) where delta is a...normalized graph cuts [1] , [2] . When calling fit , an affinity...
    scikit-learn.org/stable/modules/generated/sklearn.cluster.SpectralClustering.html
    Mon Nov 10 15:11:18 UTC 2025
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  4. ARDRegression — scikit-learn 1.7.2 documentation

    [ 2 , 2 ]], [ 0 , 1 , 2 ]) ARDRegression() >>>...1e-06 , alpha_2 = 1e-06 , lambda_1 = 1e-06 , lambda_2 = 1e-06 , compute_score...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.ARDRegression.html
    Mon Nov 10 15:11:15 UTC 2025
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  5. BaggingRegressor — scikit-learn 1.7.2 documenta...

    float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...the method is known as Bagging [2] . When random subsets of the...
    scikit-learn.org/stable/modules/generated/sklearn.ensemble.BaggingRegressor.html
    Sun Nov 09 07:16:24 UTC 2025
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  6. adjusted_rand_score — scikit-learn 1.7.2 docume...

    2 ], [ 0 , 0 , 1 , 1 ]) 0.57 ARI..., 0 , 1 , 1 ], [ 0 , 0 , 1 , 2 ]) 0.57 If classes members are...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.adjusted_rand_score.html
    Mon Nov 10 15:11:18 UTC 2025
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  7. LocallyLinearEmbedding — scikit-learn 1.7.2 doc...

    (n_components + 1) / 2 . see reference [2] modified : use the...n_neighbors = 5 , n_components = 2 , reg = 0.001 , eigen_solver =...
    scikit-learn.org/stable/modules/generated/sklearn.manifold.LocallyLinearEmbedding.html
    Sun Nov 09 07:16:24 UTC 2025
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  8. BayesianRidge — scikit-learn 1.7.2 documentation

    [ 2 , 2 ]], [ 0 , 1 , 2 ]) BayesianRidge() >>>...1e-06 , alpha_2 = 1e-06 , lambda_1 = 1e-06 , lambda_2 = 1e-06 , alpha_init...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.BayesianRidge.html
    Mon Nov 10 15:11:18 UTC 2025
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  9. MiniBatchNMF — scikit-learn 1.7.2 documentation

    ||H||_{Fro}^2,\end{aligned}\end{align} \] where \(||A||_{Fro}^2 = \sum_{i,j}...array ([[ 1 , 1 ], [ 2 , 1 ], [ 3 , 1.2 ], [ 4 , 1 ], [ 5 , 0.8...
    scikit-learn.org/stable/modules/generated/sklearn.decomposition.MiniBatchNMF.html
    Mon Nov 10 15:11:18 UTC 2025
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  10. DBSCAN — scikit-learn 1.7.2 documentation

    2 ], [ 2 , 2 ], [ 2 , 3 ], ... [ 8 , 7 ],...memory complexity of \(O({n}^2)\) , which can occur when the...
    scikit-learn.org/stable/modules/generated/sklearn.cluster.DBSCAN.html
    Mon Nov 10 15:11:18 UTC 2025
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