Table 8 Performance comparison of DASSI and ASP for transfer learning scenario
From: DASSI: differential architecture search for splice identification from DNA sequences
|  |  | DSS1 → DSS2 | |||
|---|---|---|---|---|---|
| Â | Â | ASP-SVM | DASSI | ||
Site | Species | AUC | Accuracy | AUC | Accuracy |
Acceptor | Homo Sapiens | 80.09 | 65.82 | 98.53 | 94.81 |
| Â | Arabidopsis thaliana | 79.62 | 71.10 | 97.96 | 94.33 |
| Â | Caenorhabditis elegans | 96.72 | 93.15 | 99.16 | 97 |
| Â | Drosophila melanogaster | 96.96 | 86.63 | 98.34 | 94.53 |
Donor | Homo Sapiens | 68.42 | 60.82 | 98.65 | 94.94 |
| Â | Arabidopsis thaliana | 86.94 | 77.97 | 98.01 | 94.63 |
| Â | Caenorhabditis elegans | 84.26 | 72.63 | 99.51 | 97.44 |
| Â | Drosophila melanogaster | 77.98 | 71.10 | 98.52 | 94.32 |