Table 3.
Selected features wise performance measures using different classifier
| Features set | Methods | Vector length | P(+): N(−) | Sensitivity (%) | Specificity (%) | Accuracy (%) | PPV (%) | MCC | F1 score (%) | AUC |
|---|---|---|---|---|---|---|---|---|---|---|
| Selected Features For PAAC_Network properties | DNN | 16 | 1: 1 | 85.61 | 86.57 | 86.33 | 86.91 | 0.73 | 86.15 | 0.899 |
| Selected Features For PAAC_Network properties | SVM | 16 | 1: 1 | 78.03 | 87.87 | 82.95 | 86.40 | 0.66 | 81.81 | 0.862 |
| Selected Features For PAAC_Network properties | RF | 16 | 1: 1 | 83.93 | 88.03 | 85.98 | 87.52 | 0.72 | 85.69 | 0.916 |
| Selected Features For PAAC_Network properties | NB | 16 | 1: 1 | 78.03 | 88.03 | 83.03 | 86.70 | 0.66 | 82.14 | 0.904 |
| Selected Features For AAC_PAAC_Network properties | DNN | 24 | 1: 1 | 84.72 | 88.08 | 86.60 | 87.97 | 0.73 | 86.18 | 0.907 |
| Selected Features For AAC_PAAC_Network properties | SVM | 24 | 1: 1 | 80.00 | 87.87 | 83.93 | 86.64 | 0.68 | 83.01 | 0.881 |
| Selected Features For AAC_PAAC_Network properties | RF | 24 | 1: 1 | 82.62 | 87.70 | 85.16 | 87.05 | 0.70 | 84.78 | 0.918 |
| Selected Features For AAC_PAAC_Network properties | NB | 24 | 1: 1 | 78.52 | 88.36 | 83.44 | 87.09 | 0.67 | 82.59 | 0.911 |
| Selected Features For Normalized And Filtered PAAC_Network properties | DNN | 10 | 1: 1 | 84.62 | 87.63 | 86.44 | 88.06 | 0.73 | 86.00 | 0.894 |
| Selected Features For Normalized And Filtered PAAC_Network properties | SVM | 10 | 1: 1 | 77.54 | 87.70 | 82.62 | 86.34 | 0.66 | 81.48 | 0.880 |
| Selected Features For Normalized And Filtered PAAC_Network properties | RF | 10 | 1: 1 | 81.15 | 86.39 | 83.77 | 85.64 | 0.68 | 83.33 | 0.910 |
| Selected Features For Normalized And Filtered PAAC_Network properties | NB | 10 | 1: 1 | 76.23 | 91.31 | 83.77 | 89.77 | 0.68 | 82.45 | 0.896 |
| Selected Features For Normalized And Filtered AAC_PAAC_Network properties | DNN | 25 | 1: 1 | 87.03 | 85.07 | 86.45 | 86.77 | 0.73 | 86.66 | 0.908 |
| Selected Features For Normalized And Filtered AAC_PAAC_Network properties | SVM | 25 | 1: 1 | 78.85 | 88.52 | 83.69 | 87.07 | 0.68 | 82.56 | 0.889 |
| Selected Features For Normalized And Filtered AAC_PAAC_Network properties | RF | 25 | 1: 1 | 81.64 | 86.72 | 84.18 | 86.01 | 0.68 | 83.77 | 0.911 |
| Selected Features For Normalized And Filtered AAC_PAAC_Network properties | NB | 25 | 1: 1 | 77.38 | 89.67 | 83.52 | 88.22 | 0.68 | 82.45 | 0.908 |
The notable performances are indicated by bold