ClustVarLV: get_partition – R documentation

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get_partition

clusters memberships for a partition into K clusters.

To get the clusters memberships of the variables.

get_partition(resclv, K = NULL, type = "vector")

`resclv`	: result of CLV(), CLV_kmeans(), LCLV(), CLV3W() or CLV3W_km()
`K`	: the number of clusters chosen (already defined if CLV_kmeans or CLV3W_kmeans is used)
`type`	: "vector" (by default) for output given as a vector of integers between 1 and K (with 0 for "kplusone" strategy), "matrix", the output given as a binary matrix of size p x n.

partition

the group's membership for the variables, in a vector or matrix form.
For CLV3W object, a vector of memberships with mode 2)

data(apples_sh)
resclvX <- CLV(X = apples_sh$senso, method = "directional", sX = TRUE)
parti4G<-get_partition(resclvX, K = 4)

Clustering of Variables Around Latent Variables

v2.0.1

GPL-3

Authors

Evelyne Vigneau [aut, cre], Mingkun Chen [ctb], Veronique Cariou [aut]

Initial release