Hello,
I was following an example on The ROCR Package pdf, learning to overlay ROC
curves on the same plot using the add = TRUE statement. I used this one:
data(ROCR.hiv)
attach(ROCR.hiv)
pred.svm <- prediction(hiv.svm$predictions, hiv.svm$labels)
perf.svm <- performance(pred.svm, 'tpr', 'fpr')
pred.nn <- prediction(hiv.nn$predictions, hiv.svm$labels)
perf.nn <- performance(pred.nn, 'tpr', 'fpr')
plot(perf.svm, lty=3, col="red",main="SVMs and NNs for prediction of HIV-1
coreceptor usage")
plot(perf.nn, lty=3, col="blue",add=TRUE) plot(perf.svm, avg="vertical", lwd=3,
col="red",
spread.estimate="stderror",plotCI.lwd=2,add=TRUE)
plot(perf.nn, avg="vertical", lwd=3, col="blue",
spread.estimate="stderror",plotCI.lwd=2,add=TRUE)
legend(0.6,0.6,c('SVM','NN'),col=c('red','blue'),lwd=3)
The problem that I face is that the ROC plots get replaced even with the add =
TRUE statement. I've done this example several times, but the result is the
same; the ROC curves are not overlaid on the same plot. Is there any reason
why these ROC curves are not overlaying on the same plot. Is there a work
around for this, or a setting that I'm unaware of?
Thank you for any assistance.
-Matt
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