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SVM Tie Breaking Example — scikit-learn 1.5.0 d...
C = 1 , break_ties = break_ties...) pred = svm . predict ( np . c_ [ xx . ravel (), yy . ravel ()])...scikit-learn.org/stable/auto_examples/svm/plot_svm_tie_breaking.html -
Confusion matrix — scikit-learn 1.5.0 documenta...
the regularization parameter C was not the best. In real life...model that is too regularized (C too low) to see # the impact on...scikit-learn.org/stable/auto_examples/model_selection/plot_confusion_matrix.html -
Installing scikit-learn — scikit-learn 1.6.dev0...
for instance: C : \ Users \ username > C : \ Users \ username...packages in the environment python -c "import sklearn; sklearn.show_versions()"...scikit-learn.org/dev/install.html -
1.5. Stochastic Gradient Descent — scikit-learn...
feature values by some constant c such that the average L2 norm...scikit-learn.org/stable/modules/sgd.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 -
Multi-output Decision Tree Regression — scikit-...
c = "navy" , s = s , edgecolor =...scatter ( y_1 [:, 0 ], y_1 [:, 1 ], c = "cornflowerblue" , s = s , edgecolor...scikit-learn.org/stable/auto_examples/tree/plot_tree_regression_multioutput.html -
SGD: Weighted samples — scikit-learn 1.5.0 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 -
Nearest Centroid Classification — scikit-learn ...
"c" , "darkblue" ]) for shrinkage...scatter ( X [:, 0 ], X [:, 1 ], c = y , cmap = cmap_bold , edgecolor...scikit-learn.org/stable/auto_examples/neighbors/plot_nearest_centroid.html -
Bisecting K-Means and Regular K-Means Performan...
c = algo . labels_ ) axs [ j , i...centers [:, 0 ], centers [:, 1 ], c = "r" , s = 20 ) axs [ j , i ]...scikit-learn.org/stable/auto_examples/cluster/plot_bisect_kmeans.html -
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