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CompoundKernel — scikit-learn 1.7.2 documentation
= 2.0 )]) >>> print ( kernel . bounds ) [[-11.51292546 11.51292546]...CompoundKernel ( ... [ WhiteKernel ( noise_level = 3.0 ), RBF ( length_scale...scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.kernels.CompoundKernel.html -
r_regression — scikit-learn 1.7.2 documentation
r_regression ( X , y ) array([-0.157, 1. , -0.229]) On this page This...as: E [( X [:, i ] - mean ( X [:, i ])) * ( y - mean ( y ))] / (...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.r_regression.html -
sklearn.feature_selection — scikit-learn 1.7.2 ...
Ctrl + K GitHub Choose version sklearn.feature_selection # Feature...removes all low-variance features. chi2 Compute chi-squared stats...scikit-learn.org/stable/api/sklearn.feature_selection.html -
MultiTaskElasticNetCV — scikit-learn 1.7.2 docu...
in [.1, .5, .7, .9, .95, .99, 1] . eps float, default=1e-3 Length...* l1_ratio * || W || _21 + 0.5 * alpha * ( 1 - l1_ratio ) * ||...scikit-learn.org/stable/modules/generated/sklearn.linear_model.MultiTaskElasticNetCV.html -
MultiTaskElasticNet — scikit-learn 1.7.2 docume...
0 , 0 ], [ 1 , 1 ], [ 2 , 2 ]], [[ 0 , 0 ], [ 1 , 1 ], [ 2 , 2...print ( clf . intercept_ ) [0.0872422 0.0872422] fit ( X , y ) [source]...scikit-learn.org/stable/modules/generated/sklearn.linear_model.MultiTaskElasticNet.html -
fbeta_score — scikit-learn 1.7.2 documentation
weights. zero_division {“warn”, 0.0, 1.0, np.nan}, default=”warn”...average {‘micro’, ‘macro’, ‘samples’, ‘weighted’, ‘binary’} or None,...scikit-learn.org/stable/modules/generated/sklearn.metrics.fbeta_score.html -
kernel_metrics — scikit-learn 1.7.2 documentation
el ‘rbf’ sklearn.pairwise.rbf_kernel ‘laplacian’ sklearn.pai...sklearn.pairwise.additive_chi2_kernel ‘chi2’ sklearn.pairwise.chi2_kernel ‘linear’...scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise.kernel_metrics.html -
Recursive feature elimination with cross-valida...
min_features_to_select , n_jobs = 2 , ) rfecv . fit ( X , y ) print ( f "Optimal...pd . DataFrame ( data ) plt . figure () plt . xlabel ( "Number...scikit-learn.org/stable/auto_examples/feature_selection/plot_rfe_with_cross_validation.html -
Lasso on dense and sparse data — scikit-learn 1...
: { ( Xs_sp . nnz / float ( X . size ) * 100 ) : .3f } %" ) alpha...( f "Sparse Lasso done in { ( time () - t0 ) : .3f } s" ) t0...scikit-learn.org/stable/auto_examples/linear_model/plot_lasso_dense_vs_sparse_data.html -
9.3. Parallelism, resource management, and conf...
Thomas J. Fan . 9.3.2. Configuration switches # 9.3.2.1. Python...details. 9.3.1.1. Higher-level parallelism with joblib # When the...scikit-learn.org/stable/computing/parallelism.html