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kmeans-hierac-clustering's Introduction

Kmeans Clustering

Algorithm from scratch k means clustering

Hierarchical Clustering

Algorithm from scratch of Hierarchical clustering

Purpose

Calculates the silhoutte of both and comapres each

To run

Outliers makes random points and removes outliers. Which than can be used to compare both k means and hierarchical clustering. You can change the number of clusters from the variable num_cluster and can also change number of iterations for k means with num_i

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