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Table 5 Distribution of genes among different major functional groups in each clusters generated by different clustering algorithms.

From: Metric for Measuring the Effectiveness of Clustering of DNA Microarray Expression

  

F1

F2

F3

F4

F5

F6

F7

F8

F9

F10

4-means clustering

Euclidian

1

1

2

0

2

3

6

4

2

6

  

0

0

0

0

2

1

0

1

1

1

  

1

1

1

0

0

2

4

2

2

1

  

2

2

1

4

1

4

2

6

8

5

 

Pearson correlation

2

2

1

4

1

3

2

5

8

5

  

1

1

2

0

2

3

6

4

2

6

  

0

0

0

0

2

1

0

1

1

1

  

1

1

1

0

0

3

4

3

2

1

Hierarchal Clustering

Euclidian

2

0

1

3

1

4

2

3

5

5

  

0

2

0

1

0

0

0

3

3

0

  

1

1

1

0

0

2

3

2

2

1

  

0

0

0

0

0

0

1

0

0

0

  

1

1

2

0

1

1

6

1

2

5

  

0

0

0

0

1

2

0

3

0

1

  

0

0

0

0

1

1

0

1

1

1

  

0

0

0

0

1

0

0

0

0

0

 

Pearson correlation

2

2

1

4

1

4

2

6

8

5

  

1

1

1

0

0

2

4

2

2

1

  

1

1

2

0

2

3

6

4

2

6

  

0

0

0

0

2

1

0

1

1

1