Table 4. Performance of dipeptide composition-based model on alternate dataset.
Balanced dataset-2 | |||||
---|---|---|---|---|---|
Dataset | Sensitivity | Specificity | Accuracy | MCC | AUC |
Whole peptide | 88.89 | 84.89 | 86.89 | 0.74 | 0.91 |
NT5 | 87.11 | 86.67 | 86.89 | 0.74 | 0.89 |
CT5 | 76.00 | 75.56 | 75.78 | 0.52 | 0.83 |
NT5CT5 | 87.56 | 86.22 | 86.89 | 0.74 | 0.91 |
NT10 | 84.06 | 86.67 | 85.42 | 0.71 | 0.91 |
CT10 | 84.06 | 75.56 | 79.63 | 0.60 | 0.86 |
NT10CT10 | 85.51 | 83.56 | 84.49 | 0.69 | 0.89 |
Alternate dataset | |||||
Whole peptide | 77.78 | 74.78 | 75.2 | 0.39 | 0.79 |
NT5 | 74.22 | 62.17 | 63.87 | 0.26 | 0.75 |
CT5 | 71.50 | 70.70 | 70.81 | 0.30 | 0.78 |
NT5CT5 | 73.78 | 63.41 | 64.87 | 0.26 | 0.77 |
NT10 | 71.50 | 70.70 | 70.81 | 0.30 | 0.78 |
CT10 | 69.57 | 64.58 | 65.24 | 0.24 | 0.74 |
NT10CT10 | 78.26 | 64.94 | 66.71 | 0.30 | 0.79 |