From: SNPs selection using support vector regression and genetic algorithms in GWAS
Group | SNP selection with adjusted p-values* | # SNPs | Linear** | RBF** | PUK** |
---|---|---|---|---|---|
1 | < 10-9 | 1a | 0.36(0.17) | 0.37(0.17) | 0.45(0.17) |
2 | < 10-8 | 1a | 0.36(0.17) | 0.37(0.17) | 0.45(0.17) |
3 | < 10-7 | 1a | 0.36(0.17) | 0.37(0.17) | 0.45(0.17) |
4 | < 10-6 | 1a | 0.36(0.17) | 0.37(0.17) | 0.45(0.17) |
5 | < 10-5 | 1a | 0.36(0.17) | 0.37(0.17) | 0.45(0.17) |
6 | < 10-4 | 1a | 0.36(0.17) | 0.37(0.17) | 0.45(0.17) |
7 | < 10-3 | 1a | 0.36(0.17) | 0.37(0.17) | 0.45(0.17) |
8 | < 10-2 | 1a | 0.36(0.17) | 0.37(0.17) | 0.45(0.17) |
9 | < 10-1 | 3b | 0.49(0.14) | 0.55(0.14) | 0.56(0.13) |
10 | < 0.20 | 3b | 0.49(0.14) | 0.55(0.14) | 0.56(0.13) |
11 | < 0.30 | 3b | 0.49(0.14) | 0.55(0.14) | 0.56(0.13) |
12 | < 0.40 | 4 c | 0.53(0.15) | 0.56(0.14) | 0.78(0.16) |
13 | < 0.50 | 4c | 0.53(0.15) | 0.56(0.14) | 0.78(0.16) |
14 | < 0.60 | 4c | 0.53(0.15) | 0.56(0.14) | 0.78(0.16) |
15 | < 0.70 | 5d | 0.53(0.15) | 0.56(0.14) | 0.75(0.16) |
16 | < 0.80 | 6e | 0.55(0.14) | 0.58(0.14) | 0.71(0.16) |
17 | < 0.90 | 6e | 0.55(0.14) | 0.58(0.14) | 0.71(0.16) |
18 | - | 7f | 0.65(0.09) | 0.65(0.09) | 0.93(0.02) |