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6.3. Preprocessing data — scikit-learn 1.5.2 do...
X_test , y_train , y_test = train_test_split ( X ,...score ( X_test , y_test ) # apply scaling on testing data, without...scikit-learn.org/stable/modules/preprocessing.html -
StackingClassifier — scikit-learn 1.5.2 documen...
train_test_split >>> X_train , X_test , y_train , y_test = train_test_split..., y_train ) . score ( X_test , y_test ) 0.9... decision_function...scikit-learn.org/stable/modules/generated/sklearn.ensemble.StackingClassifier.html -
3.4. Metrics and scoring: quantifying the quali...
(pre-test and post-tests): \[\text{post-test odds} = \text{Likelihood...\frac{\text{pre-test probability}}{1 - \text{pre-test probability}},\]...scikit-learn.org/stable/modules/model_evaluation.html -
Infrastructure Monitoring with Elastic Observab...
www.elastic.co/observability/infrastructure-monitoring -
OutputCodeClassifier — scikit-learn 1.5.2 docum...
the mean accuracy on the given test data and labels. In multi-label...shape (n_samples, n_features) Test samples. y array-like of shape...scikit-learn.org/stable/modules/generated/sklearn.multiclass.OutputCodeClassifier.html -
LassoCV — scikit-learn 1.5.2 documentation
test) splits as arrays of indices....n_folds) Mean square error for the test set on each fold, varying alpha....scikit-learn.org/stable/modules/generated/sklearn.linear_model.LassoCV.html -
RandomizedSearchCV — scikit-learn 1.5.2 documen...
the attributes best_index_ , best_score_ and best_params_ will...param_gamma split0_test_score … rank_test_score ‘rbf’ 0.1 0.80...scikit-learn.org/stable/modules/generated/sklearn.model_selection.RandomizedSearchCV.html -
Jaguar Land Rover (JLR) Accelerates Vehicle Int...
the test managers get more reliable and efficient tests and avoid...the production or vehicle testing process. "Our leadership teams...www.elastic.co/customers/jaguar-land-rover -
OrthogonalMatchingPursuitCV — scikit-learn 1.5....
test) splits as arrays of indices....shape (n_samples, n_features) Test samples. For some estimators...scikit-learn.org/stable/modules/generated/sklearn.linear_model.OrthogonalMatchingPursuitCV.html -
GraphicalLassoCV — scikit-learn 1.5.2 documenta...
: X_test array-like of shape (n_samples, n_features) Test data...An iterable yielding (train, test) splits as arrays of indices....scikit-learn.org/stable/modules/generated/sklearn.covariance.GraphicalLassoCV.html