Table 4.
The comparison of the proposed model with seven existing approaches (DBSI, KBMF2K, and NetCBP, and the model proposed by Yamanishi et al and Wang et al.) in terms of the AUC
Datasets | Enzymes | Ion channels | GPCRs | nucl. rec |
---|---|---|---|---|
DBSI | 0.8075 | 0.8029 | 0.8022 | 0.7578 |
NetCBP | 0.8251 | 0.8034 | 0.8235 | 0.8394 |
KBMF2K | 0.832 | 0.799 | 0.857 | 0.824 |
Yamanishi et al. | 0.904 | 0.851 | 0.899 | 0.843 |
0.892 | 0.812 | 0.827 | 0.835 | |
Wang et al. | 0.886 | 0.893 | 0.873 | 0.824 |
Our method | 0.9951 | 0.9705 | 0.9951 | 0.9206 |