K-means algorithm demo 1.0

Date Added: September 07, 2013 | Visits: 544

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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).

Requirements: No special requirements

Platforms: Matlab

Keyword: Applications, Arbitrary, Arithmetic, Assign, Basic, Define, Means, Nearest, Number, Processing, Prototype, Prototypes, Recalculate, Repeat, Sample, Samples, Speech, Steps

Users rating: 0/10

License: Freeware

Size: 10 KB

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