Table 3. Performance of dipeptide composition-based models on main dataset.
Balanced Dataset-1 | |||||
---|---|---|---|---|---|
Dataset | Sensitivity | Specificity | Accuracy | MCC | AUC |
Whole peptide | 88.44 | 87.11 | 87.78 | 0.76 | 0.93 |
NT5 | 73.33 | 86.67 | 80.00 | 0.61 | 0.86 |
CT5 | 60.44 | 79.56 | 70.00 | 0.41 | 0.73 |
NT5CT5 | 78.22 | 88.44 | 83.33 | 0.67 | 0.89 |
NT10 | 81.16 | 88.89 | 84.94 | 0.70 | 0.91 |
CT10 | 71.50 | 86.87 | 79.01 | 0.59 | 0.85 |
NT10CT10 | 83.09 | 88.38 | 85.68 | 0.72 | 0.91 |
Main Dataset | |||||
Whole peptide | 90.22 | 84.80 | 85.29 | 0.52 | 0.94 |
NT5 | 71.11 | 88.89 | 87.27 | 0.46 | 0.85 |
CT5 | 66.22 | 82.04 | 80.61 | 0.33 | 0.81 |
NT5CT5 | 80.00 | 85.69 | 85.17 | 0.47 | 0.89 |
NT10 | 83.09 | 88.63 | 88.11 | 0.54 | 0.92 |
CT10 | 75.85 | 86.12 | 85.17 | 0.45 | 0.87 |
NT10CT10 | 84.54 | 85.43 | 85.34 | 0.50 | 0.91 |