cluster analysis basic concepts

Chapter 8 Problems

Instructions

YOUR ANSWERS MUST APPEAR WITHIN THE PROBLEM DOCUMENT.

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1. Consider a data set consisting of 220 data vectors, where each vector has 32 components and each component is a 4-byte value. Suppose that vector quantization is used for compression and that 216 prototype vectors are used. How many bytes of storage does that data set take before and after

compression and what is the compression ratio?

2.Find all well-separated clusters in the set of points shown below.

Note: take a photo of the clusters, print the photo and circle the clusters, take another photo, paste your response into this document.

Attached document with all questions.

 

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