adjustedRIComputing: adjustedRIComputing: Compute the adjusted rand index

In CNRGH/crimmix: Multi-omics Integration

Description

adjustedRIComputing: Compute the adjusted rand index

Usage

adjustedRIComputing(res, true.clusters)

Arguments

res	Output of IntMultiOmics function
true.clusters	A vector containing the true clusters

Value

the Adjusted Rand Index

Examples

set.seed(333)
c_1 <- simulateY(J=1000, prop=0.1, noise=1)
c_2 <- simulateY(J=2000, prop=0.1, noise=1)
c_3 <- simulateY(J=500, prop=0.1,  noise=0.5)
data <- list(c_1$data, c_2$data, c_3$data)
res <- CrIMMix::IntMultiOmics(data, K=4, method="RGCCA") # ok
adjustedRIComputing(res,c_1$true.clusters)

CNRGH/crimmix documentation built on Dec. 11, 2019, 5:27 a.m.