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Table 7 Generation of convergence & subset size for each dataset using MFGE and GE

From: A multi-filter enhanced genetic ensemble system for gene selection and sample classification of microarray data

Dataset

Comparison Criterion

MF-GE

GE

P-Value*

Leukemia

Average Generation of Convergence

21.2

23.4

1 × 10-2

 

Average Subset Size

4.7

5.4

4 × 10-3

Colon

Average Generation of Convergence

25.5

27.1

5 × 10-2

 

Average Subset Size

6.0

6.6

3 × 10-3

Liver

Average Generation of Convergence

27.1

27.4

1 × 10-1

 

Average Subset Size

7.2

7.7

1 × 10-3

MLL

Average Generation of Convergence

25.0

26.1

8 × 10-2

 

Average Subset Size

6.8

7.2

3 × 10-2

  1. *P-Values are calculated using student t-test with one tail.