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BayesianRidge — scikit-learn 1.8.0 docume...
[ 2 , 2 ]], [ 0 , 1 , 2 ]) BayesianRidge() >>>...float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...scikit-learn.org/stable/modules/generated/sklearn.linear_model.BayesianRidge.html -
plot_classifier_comparison.rst.txt
make_classification( n_features=2, n_redundant=0, n_informative=2, random_state=1,...rng = np.random.RandomState(2) X += 2 * rng.uniform(size=X.shape)...scikit-learn.org/stable/_sources/auto_examples/classification/plot_classifier_comparison.rst.txt -
max_error — scikit-learn 1.8.0 documentation
2 , 7 , 1 ] >>> y_pred = [ 4 , 2 , 7 , 1 ]...scikit-learn.org/stable/modules/generated/sklearn.metrics.max_error.html -
Plot the decision surface of decision trees tra...
2 ], [ 0 , 3 ], [ 1 , 2 ], [ 1 , 3 ], [ 2 , 3 ]]): #...boundary ax = plt . subplot ( 2 , 3 , pairidx + 1 ) plt . tight_layout...scikit-learn.org/stable/auto_examples/tree/plot_iris_dtc.html -
EllipticEnvelope — scikit-learn 1.8.0 doc...
(n_samples + n_features + 1) / 2 * n_samples . Range is (0, 1)....n_samples > n_features ** 2 . References [ 1 ] Rousseeuw,...scikit-learn.org/stable/modules/generated/sklearn.covariance.EllipticEnvelope.html -
Recursive feature elimination with cross-valida...
The introduction of 2 additional redundant (i.e. correlated)...n_informative = 3 , n_redundant = 2 , n_repeated = 0 , n_classes =...scikit-learn.org/stable/auto_examples/feature_selection/plot_rfe_with_cross_validation.html -
ConstantKernel — scikit-learn 1.8.0 docum...
constant_value = 2 ) is the same as: kernel = RBF () + 2 Read more in...ConstantKernel ( constant_value = 2 ) >>> gpr = GaussianProcessRegre...scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.kernels.ConstantKernel.html -
SVR — scikit-learn 1.8.0 documentation
float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...for Support Vector Machines [ 2 ] Platt, John (1999). “Probabilistic...scikit-learn.org/stable/modules/generated/sklearn.svm.SVR.html -
Lasso model selection via information criteria ...
2 of [ZHT2007] . A LassoLarsIC estimator...References [ ZHT2007 ] ( 1 , 2 ) Zou, Hui, Trevor Hastie, and...scikit-learn.org/stable/auto_examples/linear_model/plot_lasso_lars_ic.html -
Comparing randomized search and grid search for...
243980072)} Model with rank: 2 Mean validation score: 0.983 (std:...222222222)} Model with rank: 2 Mean validation score: 0.998 (std:...scikit-learn.org/stable/auto_examples/model_selection/plot_randomized_search.html