Table 2.

Name of measuring matrices used for comparing performances based on the independent-test set.

Classifier Model	ACC (%)	SN (%)	SP (%)	MCC	F1-Score
RF	79.6%	41.3%	98.9%	0.54	0.58
XGBoost	80.3%	45.7%	97.8%	0.55	0.61
LightGBM	91.2%	78.3%	97.8%	0.80	0.86
AdaBoost	85.4%	76.1%	90.1%	0.67	0.78
ET Classifier	92.0%	84.8%	95.6%	0.82	0.88
MLP	84.7%	76.1%	88.0%	0.64	0.76