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RationalQuadratic — scikit-learn 1.8.0 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 -
additive_chi2_kernel — scikit-learn 1.8.0...
-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 -
LeaveOneGroupOut — scikit-learn 1.8.0 doc...
Fold 0: Train: index=[2 3], group=[2 2] Test: index=[0 1], group=[1...group=[1 1] Test: index=[2 3], group=[2 2] get_metadata_routing...scikit-learn.org/stable/modules/generated/sklearn.model_selection.LeaveOneGroupOut.html -
StratifiedShuffleSplit — scikit-learn 1.8...
2 ], [ 3 , 4 ], [ 1 , 2 ], [ 3 , 4 ], [ 1 , 2 ], [ 3 ,...Test: index=[0 2 3] Fold 2: Train: index=[5 0 2] Test: index=[4...scikit-learn.org/stable/modules/generated/sklearn.model_selection.StratifiedShuffleSplit.html -
Gradient Boosting regularization — scikit...
2, max_features=2" , "magenta"..."learning_rate" : 0.2 , "max_features" : 2 }, ), ]: params...scikit-learn.org/stable/auto_examples/ensemble/plot_gradient_boosting_regularization.html -
Dimensionality Reduction with Neighborhood Comp...
( n_components = 2 )) # Reduce dimension to 2 with NeighborhoodComponen...the different samples on the 2 first principal components. Linear...scikit-learn.org/stable/auto_examples/neighbors/plot_nca_dim_reduction.html -
Exponentiation — scikit-learn 1.8.0 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 -
Plot different SVM classifiers in the iris data...
subplots ( 2 , 2 ) plt . subplots_adjust ( wspace...dataset. We only consider the first 2 features of this dataset: Sepal...scikit-learn.org/stable/auto_examples/svm/plot_iris_svc.html -
make_biclusters — scikit-learn 1.8.0 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 -
ParameterGrid — scikit-learn 1.8.0 docume...
'a' : 2 , 'b' : True }, { 'a' : 2 , 'b'...param_grid = { 'a' : [ 1 , 2 ], 'b' : [ True , False...scikit-learn.org/stable/modules/generated/sklearn.model_selection.ParameterGrid.html