Threshold-Free Class-Specific Comparison of Binary Classifiers

Documentation for package ‘Usmile’ version 0.2.0

CLBplot	Calibration Plot with Brier Score Comparison
heart_disease	Heart Disease Data with Generated Validation Variables
heart_disease_test	Stratified Test Subset of the Heart Disease Data
heart_disease_test_imbalanced_10	Test Subset Complementary to the 10 Percent Training Subset
heart_disease_test_imbalanced_30	Test Subset Complementary to the 30 Percent Training Subset
heart_disease_test_reduced_10	Test Subset with Approximately 10 Percent Events
heart_disease_test_reduced_30	Test Subset with Approximately 30 Percent Events
heart_disease_train	Stratified Training Subset of the Heart Disease Data
heart_disease_train_imbalanced_10	Training Subset with Approximately 10 Percent Events
heart_disease_train_imbalanced_30	Training Subset with Approximately 30 Percent Events
PIWplot	Create a Prediction Improvement/Worsening Plot
ROCplot	Receiver Operating Characteristic Curve with AUC Comparison
USapply_calibrator	Apply a Fitted Probability Calibrator
USbind_out	Combine Outputs from Two Models for Comparison
UScalc_mdl	Calculate U-smile Coefficients from Fitted Models
UScalc_raw	Calculate U-smile Coefficients from Raw Predictions
USfit_calibrator	Fit a Probability Calibrator
USplot	Create a U-smile Plot
USprep_mdl	Prepare Model Output for U-smile Evaluation