Table 1 Results obtained by the classification network, before and after inputs perturbation
From: New neural network classification method for individuals ancestry prediction from SNPs data
k | MLP | MLP-IP | MLP-IP-R |
|---|---|---|---|
10 | 76.46 | 84.63 | 87.82 |
20 | 84.84 | 92.02 | 92.29 |
50 | 91.88 | 96.23 | 95.71 |
100 | 92.75 | 95.21 | 94.55 |
200 | 92.89 | 95.65 | 95.68 |
500 | 93.93 | 94.92 | 95.44 |
1000 | 94.05 | 94.34 | 94.02 |