get_partition function

clusters memberships for a partition into K clusters.

To get the clusters memberships of the variables.

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

Arguments

• 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.

Returns

• partition: the group's membership for the variables, in a vector or matrix form.

  For CLV3W object, a vector of memberships with mode 2)

Examples

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