Table 3. Comparison of the performance of our model with the existing predictors on the independent datasets.
| Predictors | Independent Datasets | |||||||
|---|---|---|---|---|---|---|---|---|
| SC_200 | HS_200 | |||||||
| AC(%) | SN(%) | SP(%) | MCC | AC(%) | SN(%) | SP(%) | MCC | |
| iRNA-PseU [12] | 60.00 | 63.00 | 57.00 | 0.20 | 61.50 | 58.00 | 65.00 | 0.23 |
| PseUI [13] | 68.50 | 65.00 | 72.00 | 0.37 | 65.50 | 63.00 | 68.00 | 0.31 |
| iPseU-CNN [14] | 73.50 | 68.76 | 77.42 | 0.47 | 69.00 | 77.72 | 60.81 | 0.40 |
| iPseU-Layer [16] | 72.50 | 68.00 | 77.00 | 0.45 | 71.00 | 63.00 | 79.00 | 0.43 |
| ours(General) | 75.00 | 67.00 | 83.00 | 0.50 | 72.5 | 80.00 | 65.0 | 0.44 |
| ours(merged-seq) | 76.5 | 80.00 | 73.00 | 0.53 | 74.00 | 73.00 | 75.00 | 0.48 |