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. 2022 Jul 28;10:938801. doi: 10.3389/fpubh.2022.938801

Table 5.

Machine learning model prediction results in the balanced dataset.

Model Accuracy Precision Recall F1-score
LR 83.6 84.9 81.2 83.1
NB 68.4 75.8 54.4 62.7
SVM 81.1 83.0 77.2 80.1
ADT 91.0 91.2 90.1 90.9
KNN 75.0 91.9 54.8 68.4
RF 92.2 93.0 91.2 92.0
XGBoost 91.2 91.1 91.6 91.2
MLP 81.4 81.9 83.2 82.4