Standardized Accuracy and Other Model Performance Metrics


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Documentation for package ‘staccuracy’ version 0.2.2

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aucroc Area under the ROC curve
mad Regression error and deviation measures
mae Regression error and deviation measures
reg_aucroc Area under the ROC curve for regression target outcomes
rmse Regression error and deviation measures
sa_diff Statistical tests for the differences between standardized accuracies (staccuracies)
sa_mae_mad Standardized accuracy (staccuracy) functions.
sa_rmse_sd Standardized accuracy (staccuracy) functions.
sa_wmae_mad Standardized accuracy (staccuracy) functions.
sa_wrmse_sd Standardized accuracy (staccuracy) functions.
staccuracy Standardized accuracy (staccuracy) functions.
winsorize Winsorize a numeric vector
win_mae Winsorize a numeric vector
win_rmse Winsorize a numeric vector