A1(1,0,7) A2(2,5,3) A3(1,8,4) A4(5,3,8) A5(7,3,5) A6(1,6,4) A7(1,4,2) A8(1,4,9)Perform k-means clustering with k=2.Note:Use Manhattan method.Solve Same as in the images have been solved. Example Continued(2, 10)Dist Mean 1 Dist Mean 2 Dist Mean 3 Cluster(6, 6)(1.5, 3.5)PointA1 (2, 10)A2 (2, 5)A3 (8, 4)81531247A4 (5, 8)A5 (7, 5)A6 (6, 4)A7 (1, 2)A8 (4,9)538.107102523358.1 Example Continued(3, 9.5)Dist Mean 1 Dist Mean 2 Dist Mean 3 Cluster(6.5 ,5.25)|(1.3, 3.5)PointA1 (2, 10)A2 (2, 5)АЗ (8,4)A4 (5, 8)A5 (7, 5)1.59.25715.54.752310.52.75723.54.2518.50.752A6 (6, 4)8.51.7552A7 (1, 2)A8 (4, 9)9.58.7531.56.25

The given data set is A1(1,0,7) A2(2,5,3) A3(1,8,4) A4(5,3,8) A5(7,3,5) A6(1,6,4) A7(1,4,2)…

Answered: A1(1,0,7) A2(2,5,3) A3(1,8,4) A4(5,3,8)…

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A1(1,0,7) A2(2,5,3) A3(1,8,4) A4(5,3,8) A5(7,3,5) A6(1,6,4) A7(1,4,2) A8(1,4,9) Perform k-means clustering with k=2.

Database Systems: Design, Implementation, & Management

11th Edition

ISBN:9781285196145

Author:Steven, Steven Morris, Carlos Coronel, Carlos, Coronel, Carlos; Morris, Carlos Coronel and Steven Morris, Carlos Coronel; Steven Morris, Steven Morris; Carlos Coronel

Publisher:Steven, Steven Morris, Carlos Coronel, Carlos, Coronel, Carlos; Morris, Carlos Coronel and Steven Morris, Carlos Coronel; Steven Morris, Steven Morris; Carlos Coronel

Chapter12: Distributed Database Management Systems

Section: Chapter Questions

Problem 8RQ

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Question

A1(1,0,7) A2(2,5,3) A3(1,8,4) A4(5,3,8) A5(7,3,5) A6(1,6,4) A7(1,4,2) A8(1,4,9)

Perform k-means clustering with k=2.

Note:

Use Manhattan method.

Solve Same as in the images have been solved.

Example Continued
(2, 10)
Dist Mean 1 Dist Mean 2 Dist Mean 3 Cluster
(6, 6)
(1.5, 3.5)
Point
A1 (2, 10)
A2 (2, 5)
A3 (8, 4)
8
1
5
3
12
4
7
A4 (5, 8)
A5 (7, 5)
A6 (6, 4)
A7 (1, 2)
A8 (4,9)
5
3
8.
10
7
10
2
5
2
3
3
5
8.
1

Example Continued
(3, 9.5)
Dist Mean 1 Dist Mean 2 Dist Mean 3 Cluster
(6.5 ,5.25)
|(1.3, 3.5)
Point
A1 (2, 10)
A2 (2, 5)
АЗ (8,4)
A4 (5, 8)
A5 (7, 5)
1.5
9.25
7
1
5.5
4.75
2
3
10.5
2.75
7
2
3.5
4.25
1
8.5
0.75
2
A6 (6, 4)
8.5
1.75
5
2
A7 (1, 2)
A8 (4, 9)
9.5
8.75
3
1.5
6.25

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