[SOLVED] COMP5318/COMP4318 Machine Learning and Data Mining Week 9

COMP5318/COMP4318 Machine Learning and Data Mining

s1 2025

Week 9 Tutorial exercises

Clustering 1

Exercise 1. K-means clustering

Use the K-means algorithm to cluster them into 2 clusters. The initial centroids are A and B. Show the clusters after the first epoch.

Exercise 2. Hierarchical clustering

Use the single link agglomerative clustering from the lecture (given below) to group the data described by the following distance matrix:

Hierarchical clustering algorithm: