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Table 7 Quantitative Results - Models Level

From: Rule based classifier for the analysis of gene-gene and gene-environment interactions in genetic association studies

     

RIPPER

RIDOR

PART

Model

Dataset

SNPs

Patients

Error [%]

A

B

C

D

A

B

C

D

A

B

C

D

A

1

500

300

5

0

1

7

0

0

0

0

0

0

0

0

0

A

2

1500

300

5

0

0

0

0

0

0

0

0

0

0

0

2

A

3

3000

300

5

0

0

0

0

0

0

0

0

0

0

0

0

A

4

500

600

5

3

1

0

0

0

0

0

0

0

0

0

0

A

5

1500

600

5

7

5

0

0

0

0

0

0

0

0

0

0

A

6

3000

600

5

1

2

2

0

0

0

0

0

0

0

0

0

A

7

500

300

10

0

0

0

0

0

0

0

0

0

0

0

0

A

8

1500

300

10

0

1

0

0

0

0

0

0

0

0

0

0

A

9

3000

300

10

0

0

0

0

0

0

0

0

0

0

0

0

A

10

500

600

10

8

0

1

0

0

0

0

0

0

0

0

0

A

11

1500

600

10

0

0

0

7

0

0

0

0

0

0

0

0

A

12

3000

600

10

1

0

1

0

0

0

0

0

0

0

0

0

A

13

500

300

20

0

0

0

0

0

0

0

0

0

0

0

0

A

14

1500

300

20

0

0

0

0

0

0

0

0

0

0

0

0

A

15

3000

300

20

0

0

0

0

0

0

0

0

0

0

0

0

A

16

500

600

20

6

3

0

0

0

0

0

0

0

0

0

0

A

17

1500

600

20

0

0

0

0

0

0

0

0

0

0

0

0

A

18

3000

600

20

0

0

0

0

0

0

0

0

0

0

0

0

B

19

500

150+150

5

11

7

0

0

2

0

1

0

1

1

0

0

B

20

1500

150+150

5

15

0

3

0

0

1

0

0

2

0

0

0

B

21

3000

150+150

5

4

4

2

0

0

0

0

3

0

0

1

1

B

22

500

300+300

5

14

0

4

0

0

0

0

0

5

0

0

0

B

23

1500

300+300

5

18

0

0

0

0

0

0

0

0

2

0

0

B

24

3000

300+300

5

17

1

0

0

0

0

0

0

1

1

0

0

B

25

500

150+150

10

7

10

0

0

0

0

0

0

1

0

2

0

B

26

1500

150+150

10

0

2

2

0

0

0

0

1

0

1

2

1

B

27

3000

150+150

10

0

3

2

1

0

0

0

0

0

0

0

0

B

28

500

300+300

10

18

0

0

0

1

0

0

0

1

1

0

0

B

29

1500

300+300

10

17

1

0

0

0

0

0

0

0

1

1

0

B

30

3000

300+300

10

13

1

0

0

0

0

0

0

0

0

0

0

B

31

500

150+150

20

0

0

7

1

0

0

0

1

0

0

0

0

B

32

1500

150+150

20

0

0

1

0

0

0

0

0

0

0

0

0

B

33

3000

150+150

20

0

0

4

4

0

0

0

0

0

0

0

0

B

34

500

300+300

20

0

4

1

0

0

0

0

0

0

0

0

0

B

35

1500

300+300

20

0

0

1

0

0

0

0

0

0

0

0

0

B

36

3000

300+300

20

0

0

0

7

0

0

0

0

0

0

0

0

C

37

500

300

n.a.

0

0

0

0

0

0

0

0

0

0

0

0

C

38

1500

300

n.a.

0

0

0

0

0

0

0

0

0

0

0

0

C

39

3000

300

n.a.

0

0

0

0

0

0

0

0

0

0

0

0

C

40

500

600

n.a.

0

0

0

0

0

0

0

0

0

0

0

0

C

41

1500

600

n.a.

0

0

0

0

0

0

0

0

0

0

0

0

C

42

3000

600

n.a.

0

0

0

0

0

0

0

0

0

0

0

0

  1. Summary of the results at the model level, separated by algorithm, case-control model, dataset and grading. Number expresses the absolute frequency of the respective grading assignment.