Thanks Max and Andy. If the Random Forest is always giving an AUC of 1, isn't it over fitting??? If not, how do you differentiate this from over fitting??? I believe Random forests are claimed to never over fit (from the following link).
http://www.stat.berkeley.edu/~breiman/RandomForests/cc_home.htm#features Ravishankar R -- View this message in context: http://r.789695.n4.nabble.com/Random-Forest-AUC-tp3006649p3008157.html Sent from the R help mailing list archive at Nabble.com. ______________________________________________ R-help@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guide http://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code.