Table 8 Quantitative Results - Rules Level
| Â | Â | Â | Â | Â | 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 |