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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

  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)