Table 5.
AUC | MCC | SN[%] | SP[%] | Classifier | Data set | Ref. | Features |
0.79 | 0.34 | 68 | 75 | NB | RB106 | - | Profile |
0.79 | 0.34 | 68 | 75 | NB | RB106 | - | Profile+aRC |
0.80 | 0.38 | 58 | 85 | NB | RB106 | - | Profile+ASA+aBC+aRC |
0.81 | 0.36 | 70 | 76 | SVM | RB106 | - | Profile |
0.81 | 0.37 | 70 | 77 | SVM | RB106 | - | Profile+aRC |
0.84 | 0.43 | 71 | 81 | SVM | RB106 | - | Profile+ASA+aBC+aRC |
0.74 | 0.25 | 52 | 82 | SVM | RB36 | - | Profile |
0.75 | 0.27 | 54 | 83 | SVM | RB36 | - | Profile+aRC |
0.77 | 0.30 | 52 | 87 | SVM | RB36 | - | Profile+ASA+aBC+aRC |
0.67 | 0.34 | 54 | 95 | SVM | RB36 | PPrint [8] | Profile |
0.86 | 0.50 | 56 | 93 | SVM | RNAset81 | [11] | Profile+IP+pA+H |
- | 0.28 | 66 | 74 | SVM | 107 | [8] | Profile |
- | 0.35 | - | - | NB | RB109 | [2] | Amino Acid |
Comparison with other authors for data sets similar to RB109. Sequential patch for Profile and Profile+RC, spatial patch for Profile+ASA+BC+RC.