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MultiOutputRegressor — scikit-learn 1.7.2 docum...
coefficient of determination on test data. The coefficient of determination,...shape (n_samples, n_features) Test samples. For some estimators...scikit-learn.org/stable/modules/generated/sklearn.multioutput.MultiOutputRegressor.html -
EstimatorCheckFailedWarning — scikit-learn 1.7....
estimator check from the common tests fails. Parameters : estimator...Estimator instance for which the test failed. check_name str Name...scikit-learn.org/stable/modules/generated/sklearn.exceptions.EstimatorCheckFailedWarning.html -
Image denoising using kernel PCA — scikit-learn...
X_test , y_train , y_test = train_test_split ( X ,...0.25 , size = X_test . shape ) X_test_noisy = X_test + noise noise...scikit-learn.org/stable/auto_examples/applications/plot_digits_denoising.html -
9.3. Parallelism, resource management, and conf...
sure that test results are independent of the test execution...run all tests with different seeds while keeping the test duration...scikit-learn.org/stable/computing/parallelism.html -
1.4. Support Vector Machines — scikit-learn 1.7...
X_test , y_train , y_test = train_test_split ( X ,...examples >>> gram_test = np . dot ( X_test , X_train . T ) >>>...scikit-learn.org/stable/modules/svm.html -
plot_release_highlights_1_7_0.py
y_val = train_test_split(X, y, test_size=0.2, random_state=0)...sklearn.model_selection import train_test_split from sklearn.pipeline...scikit-learn.org/stable/_downloads/27dd4dbb41dee53fc86e0d5b6d3254d3/plot_release_highlights_1_7_0.py -
LeavePOut — scikit-learn 1.7.2 documentation
Provides train/test indices to split data in train/test sets. This..." ) ... print ( f " Test: index= { test_index } " ) Fold 0: Train:...scikit-learn.org/stable/modules/generated/sklearn.model_selection.LeavePOut.html -
plot_release_highlights_1_7_0.ipynb
y_val = train_test_split(X, y, test_size=0.2, random_state=0)\n\nclf...sklearn.model_selection import train_test_split\nfrom sklearn.pipeline...scikit-learn.org/stable/_downloads/b7d178d09f44d400894015228deb0ddb/plot_release_highlights_1_7_0... -
Ridge coefficients as a function of the L2 Regu...
our trained predictions to the test data and see the statistical...regularization on training and test error Effect of model regularization...scikit-learn.org/stable/auto_examples/linear_model/plot_ridge_coeffs.html -
neighbors.rst.txt
X_test, y_train, y_test = train_test_split(X, y, ......>>> print(nca_pipe.score(X_test, y_test)) 0.96190476... .. |nca_classification_1|...scikit-learn.org/stable/_sources/modules/neighbors.rst.txt