We have used random forest and naive bayes to train/predict the covtype data (two-class case). Now we would like to draw their corresponding ROC curve. The curve can serve as a way to evaluate the two methods.
First you need to generate probabilities of test data. Then you find out the ROC drawing tool in R and conduct a comparison.