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Plot multi-class SGD on the iris dataset — scik...
feature_names [ 1 ], ) plt . axis ( "tight" ) #...scatter ( X [ idx , 0 ], X [ idx , 1 ], c = color , label = iris ....scikit-learn.org/stable/auto_examples/linear_model/plot_sgd_iris.html -
A demo of structured Ward hierarchical clusteri...
( - 1 , 1 )) Define structure of the data...scikit-learn.org/stable/auto_examples/cluster/plot_coin_ward_segmentation.html -
Ability of Gaussian process regression (GPR) to...
reshape ( - 1 , 1 ) y = target_generator ( X ,..., size = 20 ) . reshape ( - 1 , 1 ) y_train = target_generator...scikit-learn.org/stable/auto_examples/gaussian_process/plot_gpr_noisy.html -
Gaussian process classification (GPC) on iris d...
y ) kernel = 1.0 * RBF ([ 1.0 , 1.0 ]) gpc_rbf_anisotropic...() - 1 , X [:, 0 ] . max () + 1 y_min , y_max = X [:, 1 ] . min...scikit-learn.org/stable/auto_examples/gaussian_process/plot_gpc_iris.html -
Fitting an Elastic Net with a precomputed Gram ...
-1.67451144e+02], [-4.48938813e+02, 1.00768662e+05, 1.19112072e+02,......, -1.07963978e+03, 7.47987268e+01, -5.76195467e+02], [-1.03237920e+03,...scikit-learn.org/stable/auto_examples/linear_model/plot_elastic_net_precomputed_gram_matrix_with_... -
Novelty detection with Local Outlier Factor (LO...
n_neighbors) is typically set 1) greater than the minimum number...novelty = True , contamination = 0.1 ) clf . fit ( X_train ) # DO NOT...scikit-learn.org/stable/auto_examples/neighbors/plot_lof_novelty_detection.html -
Visualizing cross-validation behavior in scikit...
scikit-learn 1.4 Release Highlights for scikit-learn 1.4 Gallery...10 ) percentiles_classes = [ 0.1 , 0.3 , 0.6 ] y = np . hstack...scikit-learn.org/stable/auto_examples/model_selection/plot_cv_indices.html -
Comparing random forests and the multi-output m...
RandomState ( 1 ) X = np . sort ( 200 * rng . rand ( 600 , 1 ) - 100...( y_test [:, 0 ], y_test [:, 1 ], edgecolor = "k" , c = "navy"...scikit-learn.org/stable/auto_examples/ensemble/plot_random_forest_regression_multioutput.html -
Comparing anomaly detection algorithms for outl...
1 ], s = 10 , color = colors [( y_pred + 1 ) // 2 ])..., kernel = "rbf" , gamma = 0.1 )), ( "One-Class SVM (SGD)" ,...scikit-learn.org/stable/auto_examples/miscellaneous/plot_anomaly_comparison.html -
DBFlute Maven Plugin 1.0.0 API
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