# Threshold-Free Class-Specific Comparison of Binary Classifiers

## Documentation for package ‘Usmile’ version 0.2.0

- DESCRIPTION file
- Package NEWS
- Package README

## Help Pages

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