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sklearn.svm — scikit-learn 1.7.1 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 -
t-SNE: The effect of various perplexity values ...
c = "r" ) ax . scatter ( X [ green...green , 0 ], X [ green , 1 ], c = "g" ) ax . xaxis . set_major_formatter...scikit-learn.org/stable/auto_examples/manifold/plot_t_sne_perplexity.html -
One-class SVM with non-linear kernel (RBF) — sc...
c = "blueviolet" , s = s , edgecolors = "k" ) c = ax ....X_train [:, 0 ], X_train [:, 1 ], c = "white" , s = s , edgecolors...scikit-learn.org/stable/auto_examples/svm/plot_oneclass.html -
Plot the support vectors in LinearSVC — scikit-...
SVM loss clf = LinearSVC ( C = C , loss = "hinge" , random_state..."k" , ) plt . title ( "C=" + str ( C )) plt . tight_layout ()...scikit-learn.org/stable/auto_examples/svm/plot_linearsvc_support_vectors.html -
SGD: Weighted samples — scikit-learn 1.7.1 docu...
c = y , s = sample_weight , alpha...clf . decision_function ( np . c_ [ xx . ravel (), yy . ravel ()])...scikit-learn.org/stable/auto_examples/linear_model/plot_sgd_weighted_samples.html -
Compare Stochastic learning strategies for MLPC...
plot_args = [ { "c" : "red" , "linestyle" : "-" }, { "c" : "green"..."-" }, { "c" : "blue" , "linestyle" : "-" }, { "c" : "red" ,...scikit-learn.org/stable/auto_examples/neural_networks/plot_mlp_training_curves.html -
Comparison of kernel ridge regression and SVR —...
param_grid = { "C" : [ 1e0 , 1e1 , 1e2 , 1e3 ],...kr_predict )) Best SVR with params: {'C': 1.0, 'gamma': np.float64(0.1)}...scikit-learn.org/stable/auto_examples/miscellaneous/plot_kernel_ridge_regression.html -
Kernel PCA — scikit-learn 1.7.1 documentation
c = y_train ) train_ax . set_ylabel...X_test [:, 0 ], X_test [:, 1 ], c = y_test ) test_ax . set_xlabel...scikit-learn.org/stable/auto_examples/decomposition/plot_kernel_pca.html -
Scalable learning with polynomial kernel approx...
svm import SVC ksvm = SVC ( C = 500.0 , kernel = "poly" , degree...], ], label = "Linear SVM" , c = "green" , marker = "^" , ) ax...scikit-learn.org/stable/auto_examples/kernel_approximation/plot_scalable_poly_kernels.html -
Sen. Adam Schiff says Ukraine peace talks are ‘...
C. Boston Bay Area South Florida...Murphy says Trump’s takeover of D.C. is a ‘stunt’: Full interview...www.nbcnews.com/meet-the-press/video/sen-adam-schiff-says-ukraine-peace-talks-are-stalled-full-in...