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3.5. Validation curves: plotting scores to eval...
compute the score on another test set. However, it is sometimes...that the first estimator can at best provide only a poor fit to the...scikit-learn.org/stable/modules/learning_curve.html -
1.7. Gaussian Processes — scikit-learn 1.5.0 do...
= noise\_level \text{ if } x_i == x_j \text{ else } 0\] 1.7.4.2....probabilistic classification, where test predictions take the form of...scikit-learn.org/stable/modules/gaussian_process.html -
Linear Regression Example — scikit-learn 1.5.0 ...
scatter ( diabetes_X_test , diabetes_y_test , color = "black" )...Split the data into training/testing sets diabetes_X_train = diabetes_X...scikit-learn.org/stable/auto_examples/linear_model/plot_ols.html -
8.2. Computational Performance — scikit-learn 1...
Here is sample code to test the sparsity of your input:...sparsify () clf . predict ( X_test ) In this example we prefer...scikit-learn.org/stable/computing/computational_performance.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 -
2.6. Covariance estimation — scikit-learn 1.5.0...
then the test set is supposed to have the...scikit-learn.org/stable/modules/covariance.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 -
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 -
Installing scikit-learn — scikit-learn 1.5.0 do...
2 tests pytest-cov 2.9.0 tests ruff 0.2.1 tests black 24.3.0...24.3.0 tests mypy 1.9 tests pyamg 4.0.0 tests polars 0.20.23 docs,...scikit-learn.org/stable/install.html -
Developer’s Guide — scikit-learn 1.6.dev0 docum...
on GitHub Actions Testing and improving test coverage Monitoring...Numbers Numerical assertions in tests Developers’ Tips and Tricks...scikit-learn.org/dev/developers/index.html