K-means algorithm demo

A simple implementation of the kmeans algorithm

Description

The k-means algorithm is widely used in a number applications like speech processing and image compression.

This script implements the algorithm in a simple but general way. It performs four basic steps.

1. Define k arbitrary prototypes from the data samples.
2. Assign each sample to the nearest prototype.
3. Recalculate prototypes as arithmetic means.
4. If a prototype changes, repeat step (2).

• MATLAB release: MATLAB 7.3 (R2006b)

[Gunawan rudi]

 

[azzeddine menasria]

thinks

[michael scheinfeild]