cluster_pam | R Documentation |
Creates a clusterer object that uses the Partition Around Medoids (PAM) method It wraps the cluster library.
cluster_pam(k = 1)
k |
the number of clusters to generate. |
returns PAM object.
# setup clustering
model <- cluster_pam(k = 3)
#load dataset
data(iris)
# build model
model <- fit(model, iris[,1:4])
clu <- cluster(model, iris[,1:4])
table(clu)
# evaluate model using external metric
eval <- evaluate(model, clu, iris$Species)
eval
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