Standardized Accuracy and Other Model Performance Metrics

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Documentation for package ‘staccuracy’ version 0.2.2

• DESCRIPTION file.
• Package NEWS.

Help Pages

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