Question # 2. ClusteringCLO3,4, PLO-1,2,3, C-1,316Let’s suppose, there are seven data points {A, B, C, D, E, F and G} which lie on different locations. Table 2 describes the distance between given points which can be read horizontally or vertically.Table 2. ABCDEFGA03653812201325808673B3650225575995730320C3812250590970948415D22057559001540890890E1325995970154001462710F80873094889014620810G6733204158907108100 Use complete link agglomerative clustering to group the data points: Show the dendogram. Also tell the number of clusters at distance 300.Perform the k-mean clustering. Suppose that the initial seeds (centers of each cluster) are A, D and G. Run the k-means algorithm for 1 epoch only. At the end of epoch show the new clusters.

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Answered: Question # 2. Clustering CLO3,4,…

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

Section: Chapter Questions

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Question # 2. Clustering

CLO3,4, PLO-1,2,3, C-1,3

Let’s suppose, there are seven data points {A, B, C, D, E, F and G} which lie on different locations. Table 2 describes the distance between given points which can be read horizontally or vertically.

Table 2.

	A	B	C	D	E	F	G
A	0	365	381	220	1325	808	673
B	365	0	225	575	995	730	320
C	381	225	0	590	970	948	415
D	220	575	590	0	1540	890	890
E	1325	995	970	1540	0	1462	710
F	808	730	948	890	1462	0	810
G	673	320	415	890	710	810	0

Use complete link agglomerative clustering to group the data points: Show the dendogram. Also tell the number of clusters at distance 300.
Perform the k-mean clustering. Suppose that the initial seeds (centers of each cluster) are A, D and G. Run the k-means algorithm for 1 epoch only. At the end of epoch show the new clusters.

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