HandTill2001-package | R Documentation |
A very lean package implementing merely M
given by Hand and Till
(2001), Eq. (7).
M
given by Hand and Till (2001) defines a multiple class
version of the area under curve of the receiver operating characteristic.
Maintainer: Andreas Dominik Cullmann fvafrcu@mailbox.org
David J. Hand and Robert J. Till (2001). A Simple Generalisation of the Area Under the ROC Curve for Multiple Class Classification Problems. Machine Learning 45(2), p. 171–186. DOI: \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1023/A:1010920819831")}.
help(package="HandTill2001")
, especially
?HandTill2001::auc
; various packages that calculate
binary class AUC (ROCR
) or multiple class AUC
(pROC, caTools
).
library(HandTill2001)
data(ht01.multipleclass)
auc(
multcap(
response = ht01.multipleclass$observed,
predicted = as.matrix(ht01.multipleclass[, levels(ht01.multipleclass$observed)])
)
)
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