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Table 8 Quantitative Results - Rules 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 44 14 3 0 4 6 2 3 12 13 2 2
A 2 1500 300 5 0 36 0 0 4 16 0 3 3 4 1 2
A 3 3000 300 5 0 1 7 0 0 1 0 0 0 0 0 0
A 4 500 600 5 46 14 0 0 30 20 0 0 25 28 27 10
A 5 1500 600 5 72 0 0 0 12 29 4 1 2 4 3 2
A 6 3000 600 5 28 32 0 0 8 27 0 0 12 6 2 1
A 7 500 300 10 23 27 4 7 2 5 0 1 2 3 2 0
A 8 1500 300 10 19 13 0 3 2 12 0 2 2 0 2 0
A 9 3000 300 10 1 11 12 11 0 1 3 3 0 0 0 0
A 10 500 600 10 46 16 0 0 11 23 7 0 25 20 11 2
A 11 1500 600 10 35 10 15 6 6 19 11 2 0 11 16 9
A 12 3000 600 10 48 5 20 0 7 7 0 0 0 0 3 1
A 13 500 300 20 11 21 8 3 1 4 3 6 0 0 4 2
A 14 1500 300 20 5 1 6 9 0 1 3 0 0 0 0 0
A 15 3000 300 20 3 0 1 0 1 0 0 7 0 0 0 0
A 16 500 600 20 48 17 7 1 8 6 17 4 0 2 1 0
A 17 1500 600 20 25 18 26 2 8 4 15 4 0 0 2 4
A 18 3000 600 20 0 19 1 3 1 6 2 4 0 0 1 0
B 19 500 150+150 5 29 4 3 0 8 13 5 5 31 17 9 2
B 20 1500 150+150 5 30 6 0 0 8 8 7 5 12 13 19 3
B 21 3000 150+150 5 27 5 13 8 7 5 11 7 4 21 8 8
B 22 500 300+300 5 36 0 0 0 8 35 9 3 41 41 15 10
B 23 1500 300+300 5 36 0 0 0 9 21 12 5 20 27 11 4
B 24 3000 300+300 5 35 1 0 0 9 19 10 10 13 22 25 8
B 25 500 150+150 10 25 11 1 1 4 4 17 20 12 20 14 1
B 26 1500 150+150 10 16 5 19 9 1 9 14 7 17 13 3 3
B 27 3000 150+150 10 18 4 11 14 0 14 3 9 0 5 1 1
B 28 500 300+300 10 36 0 0 0 17 8 9 8 28 18 14 10
B 29 1500 300+300 10 35 1 0 0 7 14 16 6 7 27 7 4
B 30 3000 300+300 10 31 7 2 0 7 9 12 9 2 17 14 7
B 31 500 150+150 20 18 0 13 10 4 3 9 5 0 1 3 2
B 32 1500 150+150 20 10 8 21 11 2 8 5 6 0 1 0 0
B 33 3000 150+150 20 9 7 18 2 1 2 7 9 0 1 0 1
B 34 500 300+300 20 18 17 3 13 4 5 18 13 2 1 6 1
B 35 1500 300+300 20 18 0 9 31 4 3 12 13 2 4 7 2
B 36 3000 300+300 20 16 2 23 20 5 3 5 8 1 3 1 1
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 rules level, separated by algorithm, case-control model, dataset and grading. Number expresses the absolute frequency of the respective grading assignment.