Table 2.
The prediction performances of models A, B, and C, as well as our proposed autoencoder.
| Datasets | Criteria | Model A | Model B | Model C | Proposed |
|---|---|---|---|---|---|
| NUS | CC | 0.5220 | 0.5227 | 0.5097 | 0.5310 |
| KLDiv | 1.2538 | 1.3408 | 1.5606 | 1.2323 | |
| AUC | 0.8353 | 0.8351 | 0.7841 | 0.8501 | |
| NSS | 2.1198 | 2.1727 | 2.1301 | 2.1195 | |
|
| |||||
| NCTU | CC | 0.7607 | 0.8043 | 0.7967 | 0.8034 |
| KLDiv | 0.3900 | 0.4152 | 0.3869 | 0.3593 | |
| AUC | 0.8552 | 0.8641 | 0.8618 | 0.8671 | |
| NSS | 1.7348 | 1.8914 | 1.8227 | 1.8405 | |