This repository has a quite simple, but yet extendable, implementation of KNN and Nearest Centroid Classifiers, with Hold-Out and Leave-One-Out validations.
You will find all the documentation inside the code. Checkout the main.m file to understand how to work with the classifiers and validation classes. For your testing purposes, a database iris_log.dat is already given.