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Table 7 Tree size.

From: A new approach to enhance the performance of decision tree for classifying gene expression data

 

Tree size

 

BVROC-tree

ROC-tree

C4.5

ADTree

REPTree

Random Tree

GE1

3

5

7

28

4

52

GE2

2

6

5

22

3

18

GE3

3

7

7

26

4

61

GE4

2

7

5

30

3

27

GE5

3

16

10

32

5

86

GE6

2

6

4

31

3

42

GE7

2

5

3

28

1

21

  1. Comparison of the sizes of the trees using all the data instances as training data