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

Table 4.

Machine learning model prediction results on the original dataset.

Model Accuracy Precision Recall F1-score
LR 81.4 82.7 84.2 84.3
NB 59.8 89.6 39.2 53.7
SVM 80.7 82.8 86.5 84.5
ADT 90.1 91.3 92.7 91.9
KNN 72.1 87.3 63.8 73.5
RF 92.0 91.3 96.0 93.6
XGBoost 90.8 92.6 92.3 92.4
MLP 79.4 83.7 82.5 82.9