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ExtraTreeClassifier — scikit-learn 1.5.2 docume...
X_test , y_train , y_test = train_test_split ( ......y_train ) >>> cls . score ( X_test , y_test ) 0.8947... apply ( X ,...scikit-learn.org/stable/modules/generated/sklearn.tree.ExtraTreeClassifier.html -
Maintainer Information — scikit-learn 1.6.dev0 ...
you can test uploading to test.pypi.org first. twine...uploading to PyPI, you can test uploading to test.pypi.org first. twine...scikit-learn.org/dev/developers/maintainer.html -
check_estimator — scikit-learn 1.5.2 documentation
function will run an extensive test-suite for input validation,...own estimator . Additional tests for classifiers, regressors,...scikit-learn.org/stable/modules/generated/sklearn.utils.estimator_checks.check_estimator.html -
LeavePGroupsOut — scikit-learn 1.5.2 documentation
f " Test: index= { test_index } , group= { groups [ test_index...indices for that split. test ndarray The testing set indices for that...scikit-learn.org/stable/modules/generated/sklearn.model_selection.LeavePGroupsOut.html -
Underfitting vs. Overfitting — scikit-learn 1.5...
plot ( X_test , pipeline . predict ( X_test [:, np . newaxis..."Model" ) plt . plot ( X_test , true_fun ( X_test ), label = "True function"...scikit-learn.org/stable/auto_examples/model_selection/plot_underfitting_overfitting.html -
LeaveOneOut — scikit-learn 1.5.2 documentation
Provides train/test indices to split data in train/test sets. Each..." ) ... print ( f " Test: index= { test_index } " ) Fold 0: Train:...scikit-learn.org/stable/modules/generated/sklearn.model_selection.LeaveOneOut.html -
6.1. Pipelines and composite estimators — sciki...
X_test , y_train , y_test = train_test_split ( X ,...format ( regr . score ( X_test , y_test ))) R2 score: 0.61 >>> raw_target_regr...scikit-learn.org/stable/modules/compose.html -
Comparing Target Encoder with Other Encoders — ...
"rmse_test_mean" : rmse_test_score . mean (), "rmse_test_std"...= True , ) rmse_test_score = - result [ "test_score" ] rmse_train_score...scikit-learn.org/stable/auto_examples/preprocessing/plot_target_encoder.html -
NuSVC — scikit-learn 1.5.2 documentation
n_features) or (n_samples_test, n_samples_train) For kernel=”precomputed”,...expected shape of X is (n_samples_test, n_samples_train). Returns :...scikit-learn.org/stable/modules/generated/sklearn.svm.NuSVC.html -
Post pruning decision trees with cost complexit...
X_test , y_train , y_test = train_test_split ( X ,...clfs ] test_scores = [ clf . score ( X_test , y_test ) for clf...scikit-learn.org/stable/auto_examples/tree/plot_cost_complexity_pruning.html -
Visualizations with Display Objects — scikit-le...
X_test , y_train , y_test = train_test_split ( X ,...predict ( X_test ) cm = confusion_matrix ( y_test , y_pred ) cm_display...scikit-learn.org/stable/auto_examples/miscellaneous/plot_display_object_visualization.html -
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0ej585/search-labs-import-testing/dd4c2c94ea17ba74bae7-1256x...0ej585/search-labs-import-testing/125f08ebb83f33ed3c25-737x4...www.elastic.co/search-labs/rss/feed -
load_svmlight_files — scikit-learn 1.5.2 docume...
target_test X_train , y_train , X_test , y_test = get_data ()...matrix X_test, it is essential that X_train and X_test have the...scikit-learn.org/stable/modules/generated/sklearn.datasets.load_svmlight_files.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 -
Release Highlights for scikit-learn 0.24 — scik...
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/auto_examples/release_highlights/plot_release_highlights_0_24_0.html -
Comparing randomized search and grid search for...
"mean_test_score" ][ candidate ], results [ "std_test_score"...not carry over to a held-out test set. Note that in practice,...scikit-learn.org/stable/auto_examples/model_selection/plot_randomized_search.html -
Gaussian Mixture Model Selection — scikit-learn...
"mean_test_score" ] ] df [ "mean_test_score" ] = - df...estimator are stored in best_parameters_ and best_estimator_ , respectively....scikit-learn.org/stable/auto_examples/mixture/plot_gmm_selection.html -
fetch_rcv1 — scikit-learn 1.5.2 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 -
Recursive feature elimination with cross-valida...
[ "mean_test_score" ], yerr = cv_results [ "std_test_score" ],...selected" ) plt . ylabel ( "Mean test accuracy" ) plt . errorbar (...scikit-learn.org/stable/auto_examples/feature_selection/plot_rfe_with_cross_validation.html -
Feature transformations with ensembles of trees...
X_test , y_full_train , y_test = train_test_split ( X...train_test_split ( X_full_train , y_full_train , test_size =...scikit-learn.org/stable/auto_examples/ensemble/plot_feature_transformation.html