Table 3 The classification results of different hybrid features, (1): GPSD, (2): ASDC, (3): GAAPC, (4): PAAC
From: iTTCA-RF: a random forest predictor for tumor T cell antigens
feature | BACC (%) | AUC | Sn (%) | Sp (%) | MCC |
|---|---|---|---|---|---|
(1) + (2) | 80.67 | 0.875 | 87.87 | 73.48 | 0.620 |
(1) + (3) | 81.26 | 0.880 | 86.68 | 75.85 | 0.629 |
(1) + (4) | 80.54 | 0.870 | 86.20 | 74.89 | 0.615 |
(2) + (3) | 81.05 | 0.863 | 87.89 | 74.22 | 0.627 |
(2) + (4) | 79.01 | 0.870 | 83.30 | 74.73 | 0.582 |
(3) + (4) | 79.91 | 0.860 | 84.28 | 75.55 | 0.601 |
(1) + (2) + (3) | 81.12 | 0.883 | 88.54 | 73.71 | 0.629 |
(1) + (2) + (4) | 80.11 | 0.876 | 86.74 | 73.48 | 0.608 |
(1) + (3) + (4) | 83.03 | 0.882 | 88.69 | 77.38 | 0.665 |
(2) + (3) + (4) | 80.79 | 0.874 | 86.24 | 75.33 | 0.619 |
(1) + (2) + (3) + (4) | 80.97 | 0.878 | 86.71 | 75.23 | 0.623 |