Table 4. A comparison of eight features performance in the test data.
| - | ACC | MCC | SN | SP | Precision | Recall |
|---|---|---|---|---|---|---|
| 1 GO | 77.45 | 57.40 | 91.63 | 63.27 | 71.51 | 91.63 |
| 2 Pfam | 82.39 | 65.06 | 78.10 | 86.67 | 85.49 | 78.10 |
| 3 Smart | 72.61 | 47.70 | 56.80 | 88.43 | 83.13 | 56.80 |
| 4 PROSITE | 78.14 | 56.86 | 71.05 | 85.23 | 82.79 | 71.05 |
| 5 SUPFAM | 72.71 | 45.78 | 66.80 | 78.63 | 75.81 | 66.80 |
| 6 InterPro | 80.16 | 60.40 | 81.76 | 78.56 | 79.31 | 81.76 |
| 7 PRINTS | 70.78 | 47.54 | 46.54 | 95.03 | 90.37 | 46.54 |
| 8 SL | 74.35 | 49.35 | 80.46 | 68.24 | 72.06 | 80.46 |
| 9 PSSM | 85.72 | 71.45 | 86.21 | 85.23 | 85.40 | 86.21 |
| Feature(1-8) | 86.27 | 72.57 | 87.25 | 85.29 | 85.58 | 87.25 |
| Feature(1-9) | 87.71 | 75.43 | 87.91 | 87.52 | 87.57 | 87.91 |
Note: The abbreviations in the table are: Accuracy (ACC), Matthews Correlation Coefficient (MCC),
Sensitivity (SN) and Specificity (SP). “Feature(1-8)” indicates that the first 8 features were applied, and “Features(1-9)” means that all features were applied.