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Orthogonal Matching Pursuit — scikit-learn 1.5....
Train error vs Test error Train error vs Test error Feature agglomeration...scikit-learn.org/stable/auto_examples/linear_model/plot_omp.html -
Caching nearest neighbors — scikit-learn 1.5.0 ...
cv_results_ [ "mean_test_score" ], yerr = grid_model...grid_model . cv_results_ [ "std_test_score" ], ) axes [ 0 ] . set ( xlabel...scikit-learn.org/stable/auto_examples/neighbors/plot_caching_nearest_neighbors.html -
1.9. Naive Bayes — scikit-learn 1.5.0 documenta...
X_test , y_train , y_test = train_test_split ( X ,...: %d " ... % ( X_test . shape [ 0 ], ( y_test != y_pred ) . sum...scikit-learn.org/stable/modules/naive_bayes.html -
1.5. Stochastic Gradient Descent — scikit-learn...
( X_train ) X_test = scaler . transform ( X_test ) # apply same...other \(K-1\) classes. At testing time, we compute the confidence...scikit-learn.org/stable/modules/sgd.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 -
1.17. Neural network models (supervised) — scik...
transformation to test data >>> X_test = scaler . transform ( X_test ) An...apply the same scaling to the test set for meaningful results....scikit-learn.org/stable/modules/neural_networks_supervised.html -
3. Model selection and evaluation — scikit-lear...
Permutation test score 3.2. Tuning the hyper-parameters...scikit-learn.org/stable/model_selection.html -
Version 0.14 — scikit-learn 1.5.0 documentation
Testing scikit-learn with sklearn.test() is deprecated....Moitra and Olivier Grisel . All tests now pass under Python 3.3. Ability...scikit-learn.org/stable/whats_new/v0.14.html -
Version 0.15 — scikit-learn 1.5.0 documentation
only for running the tests. By Joel Nothman . Many documentation...and ROC examples now use train_test_split, and have more explanation...scikit-learn.org/stable/whats_new/v0.15.html -
Install Elasticsearch — Elastic Search Labs
for local development and testing. Note that these aren't the...www.elastic.co/search-labs/tutorials/install-elasticsearch