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. 2020 Aug 22;142:104248. doi: 10.1016/j.ijmedinf.2020.104248

Table 2.

Evaluation metrics associated with each of the employed machine learning classifiers.

Accuracy Precision Recall F1-Score ROC AUC PR AUC FPR
Classifier
LR 0.84 0.75 0.87 0.78 0.86 0.72 0.17
RF 0.92 0.87 0.82 0.84 0.82 0.83 0.03
GBDT 0.92 0.87 0.83 0.85 0.83 0.84 0.04
KNN 0.90 0.84 0.8 0.82 0.8 0.82 0.05
SVM 0.91 0.83 0.86 0.84 0.86 0.82 0.07