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getting_started.rst.txt
and compute the accuracy score of a pipeline on the test data::...strategies, and use custom scoring functions. Please refer to...scikit-learn.org/stable/_sources/getting_started.rst.txt -
det_curve — scikit-learn 1.8.0 documentation
) Target scores, can either be probability...classifiers). For decision_function scores, values greater than or equal...scikit-learn.org/stable/modules/generated/sklearn.metrics.det_curve.html -
Feature discretization — scikit-learn 1.8...
y_train ) score = clf . score ( X_test , y_test ) print...print ( f " { name } : { score : .2f } " ) # plot the...scikit-learn.org/stable/auto_examples/preprocessing/plot_discretization_classification.html -
BaggingClassifier — scikit-learn 1.8.0 do...
oob_score_ float Score of the training dataset obtained...for more details. Returns : score ndarray of shape (n_samples,...scikit-learn.org/stable/modules/generated/sklearn.ensemble.BaggingClassifier.html -
f_regression — scikit-learn 1.8.0 documen...
)) It is converted to an F score and then to a p-value. f_regression...features based on the k highest scores. SelectFpr Select features...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.f_regression.html -
precision_recall_curve — scikit-learn 1.8...
) Target scores, can either be probability...classifiers). For decision_function scores, values greater than or equal...scikit-learn.org/stable/modules/generated/sklearn.metrics.precision_recall_curve.html -
Release Highlights for scikit-learn 0.22 —...
score ( X_test , y_test ) 0.9473684210526315...average of the pairwise ROC AUC scores, and the one-vs-rest algorithm...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_0_22_0.html -
LatentDirichletAllocation — scikit-learn ...
Returns : score float Perplexity score. score ( X , y = None...Returns : score float Use approximate bound as score. set_output...scikit-learn.org/stable/modules/generated/sklearn.decomposition.LatentDirichletAllocation.html -
Permutation Importance with Multicollinear or C...
score ( X_test , y_test ) : .2 } "..."Decrease in accuracy score" ) fig . suptitle ( "Impurity-based...scikit-learn.org/stable/auto_examples/inspection/plot_permutation_importance_multicollinear.html -
Effect of transforming the targets in regressio...
) # Add the score in the legend of each axis for...y_pred_ridge_with_trans_target ]): for name , score in compute_score ( y_test ,...scikit-learn.org/stable/auto_examples/compose/plot_transformed_target.html