Linkage methods
In this exercise, you will produce hierarchical clustering models using different linkages and plot the dendrogram for each, observing the overall structure of the trees.
You'll be asked to interpret the results in the next exercise.
Bu egzersiz
Unsupervised Learning in R
kursunun bir parçasıdırEgzersiz talimatları
- Produce three hierarchical clustering models on
xusing the"complete","average", and"single"linkage methods, respectively. - Plot a dendrogram for each model, using titles of
"Complete","Average", and"Single", respectively.
Uygulamalı interaktif egzersiz
Bu örnek kodu tamamlayarak bu egzersizi bitirin.
# Cluster using complete linkage: hclust.complete
hclust.complete <- ___(dist(x), method = ___)
# Cluster using average linkage: hclust.average
hclust.average <- ___
# Cluster using single linkage: hclust.single
hclust.single <- ___
# Plot dendrogram of hclust.complete
# Plot dendrogram of hclust.average
# Plot dendrogram of hclust.single