Week 10: Model-based clustering and self-organising maps

Main reference

HOML Ch 22

What you will learn this week

  • Models of multimodality using Gaussian mixtures
  • Fitting model-based clustering
  • Diagnostics for the model fit
  • Self-organising maps and dimension reduction

Lecture slides

Tutorial instructions

Instructions:

Assignments