Table 6 Performance comparison of models: DASSI, Splice2Deep and ASP-SVM
From: DASSI: differential architecture search for splice identification from DNA sequences
| Â | Â | DSS1 | DSS2 | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Â | Â | ASP-SVM | DASSI | Splice2Deep | DASSI | ||||
Site | Species | AUC | Accuracy | AUC | Accuracy | AUC | Accuracy | AUC | Accuracy |
Acceptor | Homo Sapiens | 97.86 | - | 98.22 | 94.56 | 98.69 | 96.91 | 98.98 | 95.48 |
| Â | Arabidopsis thaliana | 99.43 | - | 99.57 | 97.33 | 98.31 | 95.21 | 97.78 | 93.78 |
| Â | Caenorhabditis elegans | 99.80 | - | 99.73 | 98.18 | 99.49 | 98.08 | 98.42 | 95.3 |
| Â | Drosophila melanogaster | 99.12 | - | 99.12 | 96.57 | 98.16 | 94.07 | 97.78 | 93.41 |
Donor | Homo Sapiens | 98.63 | - | 98.7 | 95.8 | 99.1 | 97.38 | 98 | 93.33 |
| Â | Arabidopsis thaliana | 99.68 | - | 99.76 | 98.24 | 98.69 | 95.59 | 95.51 | 90.3 |
| Â | Caenorhabditis elegans | 99.82 | - | 99.8 | 98.24 | 99.48 | 97.68 | 96.49 | 92.18 |
| Â | Drosophila melanogaster | 99.51 | - | 99.44 | 96.81 | 99.56 | 90.52 | 95.03 | 88.91 |