From: A novel two-way rebalancing strategy for identifying carbonylation sites
Method | AUC | Sen | Spe |
---|---|---|---|
CART(train) | 73.73 | 66.33 | 81.13 |
CART(test) | 50.85 | 50.50 | 51.20 |
RF(train) | 65.63 | 58.33 | 72.93 |
RF(test) | 62.26 | 55.67 | 68.85 |
GB(train) | 76.45 | 69.50 | 83.40 |
GB(test) | 66.48 | 59.83 | 73.13 |
AdaBoost(train) | 78.00 | 71.00 | 85.00 |
AdaBoost(test) | 70.65 | 64.50 | 77.80 |
XGBoost(train) | 73.36 | 66.37 | 80.35 |
XGBoost(test) | 71.35 | 64.50 | 78.20 |
nonlinear SVM(train) | 75.48 | 68.53 | 82.43 |
nonlinear SVM(test) | 72.83 | 65.81 | 79.85 |