This is an R package to create area under ROC curve for multiple classes following David J. Hand and Robert J. Till (2001) DOI:10.1023/A:1010920819831.
In R, try:
library("devtools")
install_github("fvafrCU/HandTill2001")
help("HandTill2001-package", package = "HandTill2001")