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Developing scikit-learn estimators — scikit-lea...
predict ( X_test ) Depending on the nature of...private API and mostly used in tests. However, these tags expanded...scikit-learn.org/stable/developers/develop.html -
Feature importances with a forest of trees — sc...
X_test , y_train , y_test = train_test_split ( X ,...permutation_importance ( forest , X_test , y_test , n_repeats = 10 , random_state...scikit-learn.org/stable/auto_examples/ensemble/plot_forest_importances.html -
Lars — scikit-learn 1.7.0 documentation
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.linear_model.Lars.html -
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 -
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... -
scale — scikit-learn 1.7.0 documentation
splitting into training and test sets. This will bias the model...information would have leaked from the test set to the training set. In...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.scale.html -
1.10. Decision Trees — scikit-learn 1.7.0 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 -
power_transform — scikit-learn 1.7.0 documentation
splitting into training and test sets. This will bias the model...information would have leaked from the test set to the training set. In...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.power_transform.html -
LassoLars — scikit-learn 1.7.0 documentation
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.linear_model.LassoLars.html -
fetch_rcv1 — scikit-learn 1.7.0 documentation
‘test’ for the test set (781265 samples),...subfolders. subset {‘train’, ‘test’, ‘all’}, default=’all’ Select...scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_rcv1.html