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K-means algorithm demo 1.0

  Date Added: September 07, 2013  |  Visits: 318

K-means algorithm demo

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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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