Table 4 Comparison of iTTCA-RF and state-of-the-art predictors
From: iTTCA-RF: a random forest predictor for tumor T cell antigens
Tools | Tenfold CV | Independent test | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
BACC (%) | AUC | Sn (%) | Sp (%) | MCC | BACC (%) | AUC | Sn (%) | Sp (%) | MCC | |
TTAgP1.0 | 63.68 | 0.838 | 70.85 | 56.50 | 0.838 | 68.68 | 0.747 | 78.69 | 58.67 | 0.379 |
iTTCA-Hybrid | 78.83 | 0.840 | 85.53 | 72.13 | 0.588 | 70.73 | 0.783 | 82.79 | 58.67 | 0.428 |
iTTCA-RF | 83.71 | 0.894 | 88.69 | 78.73 | 0.678 | 73.14 | 0.780 | 83.61 | 62.67 | 0.474 |