Table 8 Results of deep transfer learning for 5 risk SNPs
From: Transfer learning for genotype–phenotype prediction using deep learning models
5_1 | 5_2 | 5_3 | 5_4 | |
|---|---|---|---|---|
Results without transfer learning | 56 | 52 | 44 | 42 |
With snps transfer learning | 48 | 54 | 44 | 38 |
Improvement with snps transfer learning | − 8 | 2 | 0 | − 4 |
With deep transfer learning | 58 | 58 | 64 | 56 |
Improvement with deep transfer learning | 2 | 6 | 20 | 14 |
Max achieved | 58 | 58 | 64 | 56 |
Final improvement | 2 | 6 | 20 | 14 |