This repository contains Matlab scripts illustrating various non-linear classification techniques including the kernel trick, k-nearest neighbours, trees and neural networks. For more theoretical background see Non-LinearClassificationSlides.pdf or buy A Concise Introduction to Machine Learning (available at other book stores as well).
Suggested order to learn from this:
- FisherQDA
- FisherRBF
- FisherkNN
- Fishertree
- FisherNN