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.
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 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
Problem 1PE
Related questions
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](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2Fb4c5181b-7421-4f0c-a496-5abae2d13788%2F81074693-2652-48ba-bbfe-3d799ded783f%2Fcd5n1u_processed.jpeg&w=3840&q=75)
Transcribed Image Text: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](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2Fb4c5181b-7421-4f0c-a496-5abae2d13788%2F81074693-2652-48ba-bbfe-3d799ded783f%2Fxqqo1vm_processed.jpeg&w=3840&q=75)
Transcribed Image Text: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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