Table 3 The cross-validation of best model for each algorithm on AL diagnosis for In-Sample Test
From: Mathematical models of amino acid panel for assisting diagnosis of children acute leukemia
| Â | SVM | RF | XGBoost |
|---|---|---|---|
Mean of accuracy (%) (95% CI) | 89.84 (84.72, 94.96) | 90.12 (84.67, 95.57) | 91.35 (87.05, 95.65) |
Mean of AUC (95% CI) | 0.848 (0.819, 0.877) | 0.834 (0.811, 0.857) | 0.856 (0.809, 0.923) |