Suppose that we apply the k-means algorithm on the dataset (<-2,-2p,42, 2P, (2., -2P, <2, 2P), with K2 and initial seeds at (-1, 0) and (1, 0), and with Euclidean distance. What are the two centroids and two dusters after the 1 teration of the k-means algorithm and how do you get them (6 points)? What are the two centroids and two clusters after the 2 teration of the k-means algorithm and how do you get them (6pts)? (Note: no credit without showing how you get the answes.

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
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Suppose that we apply the k-means algorithm on the dataset (<(-2, -2P, <(-2, 2)P, <(2, -2), <(2, 2)>), with K2 and initial seeds at (-1.
0) and (1, 0), and with Euclidean distance. What are the two centroids and two dlusters after the 1 teration of the k-means
algorithm and how do you get them (6 points)? What are the two centroids and two clusters after the 2 teration of the k-means
algorithm and how do you get them (6pts)? (Note: no credit without showing how you get the answers.)
Transcribed Image Text:Suppose that we apply the k-means algorithm on the dataset (<(-2, -2P, <(-2, 2)P, <(2, -2), <(2, 2)>), with K2 and initial seeds at (-1. 0) and (1, 0), and with Euclidean distance. What are the two centroids and two dlusters after the 1 teration of the k-means algorithm and how do you get them (6 points)? What are the two centroids and two clusters after the 2 teration of the k-means algorithm and how do you get them (6pts)? (Note: no credit without showing how you get the answers.)
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