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5. Visualizations — scikit-learn 1.5.0 document...
X_test , y_train , y_test = train_test_split ( X ,...from_estimator ( svc , X_test , y_test ) The returned svc_disp...scikit-learn.org/stable/visualizations.html -
1.10. Decision Trees — scikit-learn 1.5.0 docum...
validate a model using statistical tests. That makes it possible to account...= 0 ) . fit ( X , y ) >>> X_test = np . array ([ np . nan ])...scikit-learn.org/stable/modules/tree.html -
Getting Started — scikit-learn 1.5.0 documentation
X_test , y_train , y_test = train_test_split ( X ,...X_train , X_test , y_train , y_test = train_test_split ( X ,...scikit-learn.org/stable/getting_started.html -
SVM Exercise — scikit-learn 1.5.0 documentation
out the test data plt . scatter ( X_test [:, 0 ], X_test [:, 1...n_sample )] X_test = X [ int ( 0.9 * n_sample ) :] y_test = y [ int...scikit-learn.org/stable/auto_examples/exercises/plot_iris_exercise.html -
Comparing various online solvers — scikit-learn...
X_test , y_train , y_test = train_test_split ( X ,...( X_test ) yy_ . append ( 1 - np . mean ( y_pred == y_test ))...scikit-learn.org/stable/auto_examples/linear_model/plot_sgd_comparison.html -
11.1. Array API support (experimental) — scikit...
train_test_split Coverage is expected to...checks as part of the common tests to verify that the estimators...scikit-learn.org/stable/modules/array_api.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 -
6.4. Imputation of missing values — scikit-lear...
X_test , y_train , _ = train_test_split ( X , y , test_size...SimpleImputer(missing_values=-1) >>> X_test = sp . csc_matrix ([[ - 1 ,...scikit-learn.org/stable/modules/impute.html -
Nearest Neighbors Classification — scikit-learn...
X_test , y_train , y_test = train_test_split ( X ,...split the data into a train and test dataset. from sklearn.datasets...scikit-learn.org/stable/auto_examples/neighbors/plot_classification.html -
Pipelining: chaining a PCA and a logistic regre...
errorbar ( best_clfs [ components_col ], best_clfs [ "mean_test_score"...ents" is_max_test_score = pl . col ( "mean_test_score" ) == pl...scikit-learn.org/stable/auto_examples/compose/plot_digits_pipe.html