Examples for 'mclust::unmap'


Indicator Variables given Classification

Aliases: unmap

Keywords: cluster

### ** Examples

z <- unmap(iris[,5])
z[1:5, ]
     [,1] [,2] [,3]
[1,]    1    0    0
[2,]    1    0    0
[3,]    1    0    0
[4,]    1    0    0
[5,]    1    0    0
emEst <- me(modelName = "VVV", data = iris[,-5], z = z)
emEst$z[1:5,]
     [,1]         [,2]         [,3]
[1,]    1 1.340380e-44 1.861339e-34
[2,]    1 2.201405e-31 6.676298e-28
[3,]    1 1.896748e-36 1.102178e-29
[4,]    1 3.488647e-32 6.409600e-26
[5,]    1 4.393475e-47 7.745885e-35
map(emEst$z)
  [1] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
 [38] 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 3 2 3 2 3 2
 [75] 2 2 2 3 2 2 2 2 2 3 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 3 3 3 3 3 3 3 3 3 3 3
[112] 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3
[149] 3 3

[Package mclust version 6.1.1 Index]