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. 2022 Aug 17;22(16):6155. doi: 10.3390/s22166155

Table 3.

Evaluation metrics of the models from previous research and this research.

AUC Precision Recall F1 Score Accuracy
Best model from previous research N/A 0.35 0.36 0.35 N/A
Logistic Regression 0.70 0.42 0.68 0.52 0.64
Support Vector Machine 0.66 0.37 0.69 0.48 0.57
Random Forest 0.69 0.40 0.71 0.51 0.61
Extreme Gradient Boosted Tree 0.70 0.41 0.76 0.53 0.61
Weighted Voting Classifier 0.71 0.43 0.70 0.53 0.64