Number of factors considered | Best candidate model | Susceptibility loci identified | Cross-validation consistency | Mean Classification error % | Mean Prediction error % |
---|---|---|---|---|---|
1 | 8 | - | 5 | 46.1 | 53.41 |
2 | 5, 12 | - | 4 | 43.88 | 52.01 |
3 | 5, 12, 14 | - | 3 | 40.51 | 50.12 |
4 | 4, 5, 19a, 24 | D3 | 2 | 35.95 | 54.14 |
5 | 4, 5, 6, 10, 24 | D1 | 2 | 28.54 | 54.10 |
6 | 4, 5, 6, 10, 16, 24 | D1, D2 | 6 | 19.38 | 51.52 |
7 | 4, 6, 14, 16, 18, 19, 24 | D1, D2, D3 | 3 | 10.95 | 50.44 |