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Introducing Elastic Observability's new Synthet...
monitoring tests Creating end-to-end synthetics monitoring tests Playwright...managed testing service, offering a global network of testing locations....www.elastic.co/observability-labs/blog/new-synthetic-monitoring-observability -
7.1. Pipelines and composite estimators — sciki...
X_test , y_train , y_test = train_test_split ( X ,...score: { regr . score ( X_test , y_test ) : .2f } " ) R2 score:...scikit-learn.org/stable/modules/compose.html -
Gradient Boosting Out-of-Bag estimates — scikit...
-= test_score [ 0 ] test_best_iter = x [ np . argmin ( test_score...x = test_best_iter , color = test_color , linestyle = test_line...scikit-learn.org/stable/auto_examples/ensemble/plot_gradient_boosting_oob.html -
PredefinedSplit — scikit-learn 1.7.1 documentation
Provides train/test indices to split data into train/test sets using...The entry test_fold[i] represents the index of the test set that...scikit-learn.org/stable/modules/generated/sklearn.model_selection.PredefinedSplit.html -
faq.rst.txt
:ref:`text_feature_extraction` for the built-in *text vectorizers*....at training time and not at test time, for resampling and similar...scikit-learn.org/stable/_sources/faq.rst.txt -
MultiTaskLassoCV — scikit-learn 1.7.1 documenta...
default=None Values of alphas to test along the regularization path....An iterable yielding (train, test) splits as arrays of indices....scikit-learn.org/stable/modules/generated/sklearn.linear_model.MultiTaskLassoCV.html -
Gradient Boosting regression — scikit-learn 1.7...
X_test , y_train , y_test = train_test_split ( X ,...mean_squared_error ( y_test , reg . predict ( X_test )) print ( "The...scikit-learn.org/stable/auto_examples/ensemble/plot_gradient_boosting_regression.html -
RegressorChain — scikit-learn 1.7.1 documentation
test) splits as arrays of indices....coefficient of determination on test data. The coefficient of determination,...scikit-learn.org/stable/modules/generated/sklearn.multioutput.RegressorChain.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 -
Introducing the set_output API — scikit-learn 1...
X_test , y_train , y_test = train_test_split ( X ,...X_train ) X_test_scaled = scaler . transform ( X_test ) X_test_scaled...scikit-learn.org/stable/auto_examples/miscellaneous/plot_set_output.html