CODEWITHSUNDEEP
r
Dio Agus Nofrizal
Dio Agus Nofrizal

Reputation: 27

How to evaluate kmeans clustering performance in R

I'am confused about how to calculate clustering performance with kmeans clustering. If in supervised learning we use confusion matrix to calculate classification performance. What about unsupervised learning, in this case i'am use kmeans? Anyone can show clustering performance with kmeans in R?

Upvotes: 0

Views: 504

Answers (1)

mfalco
mfalco

Reputation: 450

You could use several metrics like silhouette for example. I recommend you to look a little bit about other clustering performance measurements, but here you have more info about silhouette: https://scikit-learn.org/stable/auto_examples/cluster/plot_kmeans_silhouette_analysis.html?highlight=silhouette

Upvotes: 1

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