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single/complete/average linkage, hamming distance and silhouette coefficient written from scratch

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Clustering

Single Linkage, Complete Linkage, Average Linkage and Lloyd's method

Requirement: Python 3

Datasets:

https://archive.ics.uci.edu/ml/datasets/iris http://archive.ics.uci.edu/ml/datasets/Libras+Movement https://raw.githubusercontent.com/vincentarelbundock/Rdatasets/master/csv/boot/aids.csv

Commands

Requires 2 parameter passed via the command line: Filename Algorithm number: 1 - Single Linkage; 2 - Complete Linkage; 3 - Average Linkage; 4 - Lloyd's method; - Target Silhouette Value

Example:

python3 cluster.py iris.txt 1

Output: Hamming Distance and Silhouette Value

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