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Decision Tree Regression — scikit-learn 1.5.0 d...
predict ( X_test ) y_2 = regr_2 . predict ( X_test ) # Plot the.... fit ( X , y ) # Predict X_test = np . arange ( 0.0 , 5.0 ,...scikit-learn.org/stable/auto_examples/tree/plot_tree_regression.html -
3. Model selection and evaluation — scikit-lear...
Permutation test score 3.2. Tuning the hyper-parameters...scikit-learn.org/stable/model_selection.html -
Visualization of MLP weights on MNIST — scikit-...
partition and test partition X_train , X_test , y_train , y_test = train_test_split...print ( "Test set score: %f " % mlp . score ( X_test , y_test )) fig...scikit-learn.org/stable/auto_examples/neural_networks/plot_mnist_filters.html -
Digits Classification Exercise — scikit-learn 1...
)] X_test = X_digits [ int ( 0.9 * n_samples ) :] y_test = y_digits..., y_train ) . score ( X_test , y_test )) print ( "LogisticRegression...scikit-learn.org/stable/auto_examples/exercises/plot_digits_classification_exercise.html -
Frequently Asked Questions — scikit-learn 1.5.0...
features; see Text feature extraction for the built-in text vectorizers...# scikit-learn is regularly tested and maintained to work with...scikit-learn.org/stable/faq.html -
scikit-learn Tutorials — scikit-learn 1.5.0 doc...
Evaluation of the performance on the test set Parameter tuning using grid...it all together Working With Text Data Tutorial setup Loading...scikit-learn.org/stable/tutorial/index.html -
7.1. Toy datasets — scikit-learn 1.5.0 document...
July; 1998 This is a copy of the test set of the UCI ML hand-written...set and different 13 to the test set. 32x32 bitmaps are divided...scikit-learn.org/stable/datasets/toy_dataset.html -
Docker — Elastic Search Labs
for local development and testing with Elasticsearch is to use...www.elastic.co/search-labs/tutorials/install-elasticsearch/docker -
Recursive feature elimination with cross-valida...
[ "mean_test_score" ], yerr = cv_results [ "std_test_score" ],...selected" ) plt . ylabel ( "Mean test accuracy" ) plt . errorbar (...scikit-learn.org/stable/auto_examples/feature_selection/plot_rfe_with_cross_validation.html -
Comparing randomized search and grid search for...
"mean_test_score" ][ candidate ], results [ "std_test_score"...not carry over to a held-out test set. Note that in practice,...scikit-learn.org/stable/auto_examples/model_selection/plot_randomized_search.html