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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 -
Sparsity Example: Fitting only features 1 and 2...
indices ] X_test = X [ - 20 :, indices ] y_train...y_train = y [: - 20 ] y_test = y [ - 20 :] Next we fit a linear...scikit-learn.org/stable/auto_examples/linear_model/plot_ols_3d.html -
Testimonials — scikit-learn 1.5.0 documentation
but its careful and well tested implementation give us the...Moreover, its consistent API, well-tested code and permissive licensing...scikit-learn.org/stable/testimonials/testimonials.html -
Version 0.17 — scikit-learn 1.6.dev0 documentation
ShuffleSplit generate train-test folds, respectively similar...option to cross_validation.train_test_split for stratified splitting....scikit-learn.org/dev/whats_new/v0.17.html -
1.5. Stochastic Gradient Descent — scikit-learn...
SGDClassifier ()) est . fit ( X_train ) est . predict ( X_test ) If your...( X_train ) X_test = scaler . transform ( X_test ) # apply same...scikit-learn.org/stable/modules/sgd.html -
1.16. Probability calibration — scikit-learn 1....
test_set) couples (as determined...Then its predictions on the test subset are used to fit a calibrator...scikit-learn.org/stable/modules/calibration.html -
Roadmap — scikit-learn 1.5.0 documentation
Improve scikit-learn common tests suite to make sure that (at.../ ordinal / English language text?”) should also not need to be...scikit-learn.org/stable/roadmap.html -
Version 0.14 — scikit-learn 1.5.0 documentation
Testing scikit-learn with sklearn.test() is deprecated....feature_extraction.text.CountVectorizer and feature_extraction.text.TfidfVectorizer...scikit-learn.org/stable/whats_new/v0.14.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