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Comparison between grid search and successive h...
[[ "param_C" , "param_gamma" ]] = results [[ "param_C" , "param_gamma"...param_grid = { "gamma" : gammas , "C" : Cs } clf = SVC ( random_state...scikit-learn.org/stable/auto_examples/model_selection/plot_successive_halving_heatmap.html -
Two-class AdaBoost — scikit-learn 1.7.0 documen...
c = c , s = 20 , edgecolor = "k" ,...the training points for i , n , c in zip ( range ( 2 ), class_names...scikit-learn.org/stable/auto_examples/ensemble/plot_adaboost_twoclass.html -
Post-tuning the decision threshold for cost-sen...
state=0) scoring make_scorer(c...pos_label=bad) response_method...Here we tune the hyperparameter C of the logistic regression with...scikit-learn.org/stable/auto_examples/model_selection/plot_cost_sensitive_learning.html -
sklearn.svm — scikit-learn 1.7.0 documentation
l1_min_c Return the lowest bound for C ....Unsupervised Outlier Detection. SVC C-Support Vector Classification....scikit-learn.org/stable/api/sklearn.svm.html -
Classifier comparison — scikit-learn 1.7.0 docu...
C = 0.025 , random_state = 42 ), SVC ( gamma = 2 , C = 1...X_train [:, 0 ], X_train [:, 1 ], c = y_train , cmap = cm_bright ,...scikit-learn.org/stable/auto_examples/classification/plot_classifier_comparison.html -
Empirical evaluation of the impact of k-means i...
concatenate ([ c + noise for c in centers ]) y = np ....], X [ my_members , 1 ], "." , c = color ) cluster_center = km...scikit-learn.org/stable/auto_examples/cluster/plot_kmeans_stability_low_dim_dense.html -
Support Vector Regression (SVR) using linear an...
C = 100 , gamma = 0.1 , epsilon...svr_lin = SVR ( kernel = "linear" , C = 100 , gamma = "auto" ) svr_poly...scikit-learn.org/stable/auto_examples/svm/plot_svm_regression.html -
Plot multi-class SGD on the iris dataset — scik...
x0 * coef [ c , 0 ]) - intercept [ c ]) / coef [ c , 1 ] plt ....X [ idx , 0 ], X [ idx , 1 ], c = color , label = iris . target_names...scikit-learn.org/stable/auto_examples/linear_model/plot_sgd_iris.html -
One-Class SVM versus One-Class SVM using Stocha...
c = "blueviolet" , s = s , edgecolors = "k" ) c = plt ....[:, 1 ], c = "blueviolet" , s = s , edgecolors = "k" ) c = plt ....scikit-learn.org/stable/auto_examples/linear_model/plot_sgdocsvm_vs_ocsvm.html -
Gaussian processes on discrete data structures ...
0 if c else - 1.0 for c in Y_train ], s = 100...( X_test )), [ 1.0 if c else - 1.0 for c in Y_test ], s = 100...scikit-learn.org/stable/auto_examples/gaussian_process/plot_gpr_on_structured_data.html