R语言iris数据集的层次聚类

data=iris[,-5]
dist.e=dist(data,method='euclidean')
model1=hclust(dist.e,method='ward')

#分3类
result=cutree(model1,k=3)
mds=cmdscale(dist.e,k=2,eig=T)
x = mds$points[,1]
y = mds$points[,2]
library(ggplot2)
p=ggplot(data.frame(x,y),aes(x,y))
p+geom_point(size=3,alpha=0.8,
aes(colour=factor(result),
shape=iris$Species))