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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
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BioData Mining

ISSN: 1756-0381