[R] calculate AUC and plot ROC in R

Frank E Harrell Jr f.harrell at vanderbilt.edu
Thu Mar 6 18:58:32 CET 2008


He, Yulei wrote:
> Hi, there:
> 
>  
> 
> Could someone tell me a simple function of plot ROC curve and calculate
> AUC in R? My setting is very simple, a column of the true binary
> response and another column of predicted probabilities.
> 
>  
> 
> Thanks!
> 
>  
> 
> Yulei

ROC area is easy.  See these functions in the Hmisc package: somers2, 
rcorr.cens.  What action will you take upon seeing the whole ROC curve?

Frank

-- 
Frank E Harrell Jr   Professor and Chair           School of Medicine
                      Department of Biostatistics   Vanderbilt University



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