ini_mixture {MagmaClustR} | R Documentation |
Mixture initialisation with kmeans
Description
Provide an initial kmeans allocation of the individuals/tasks in a dataset into a definite number of clusters, and return the associated mixture probabilities.
Usage
ini_mixture(data, k, name_clust = NULL, nstart = 50)
Arguments
data |
A tibble or data frame. Required columns: |
k |
A number, indicating the number of clusters. |
name_clust |
A vector of characters. Each element should correspond to the name of one cluster. |
nstart |
A number of restart used in the underlying kmeans algorithm |
Value
A tibble indicating for each ID
in which cluster it belongs
after a kmeans initialisation.
Examples
TRUE
[Package MagmaClustR version 1.2.0 Index]