This function returns the Rand index and the adjusted Rand index for given true class ids and predicted class ids.
RRand(trcl, prcl, lab = NULL)Return a Class RRand contains Rand index and adjusted
Rand index.
true class ids.
predicted class ids.
known ids for semi-supervised clustering.
Wei-Chen Chen wccsnow@gmail.com and Ranjan Maitra.
All ids, trcl and prcl, should be positive integers and
started from 1 to K, and the maximums are allowed to be different.
lab used in semi-supervised clustering contains the labels which
are known before clustering. It should be positive integer and
started from 1 for labeled data and 0 for unlabeled data.
library(EMCluster, quietly = TRUE)
true.id <- c(1, 1, 1, 2, 2, 2, 3, 3, 3)
pred.id <- c(2, 1, 2, 1, 1, 1, 2, 1, 1)
label <- c(0, 0, 0, 0, 1, 0, 2, 0, 0)
RRand(true.id, pred.id)
RRand(true.id, pred.id, lab = label)
Run the code above in your browser using DataLab