Table 1.

Name of measuring matrices used for comparing performances based on a 10-fold cross-validation.

Model	ACC (%)	SN (%)	SP (%)	MCC	F1-Score
RF	80.2%	63.4%	96.9%	0.64	0.76
XGBoost	79.7%	67.8%	91.5%	0.61	0.76
LightGBM	82.9%	74.2%	91.5%	0.67	0.81
AdaBoost	79.2%	74.7%	83.8%	0.59	0.78
ET classifier	81.5%	70.0%	92.9%	0.64	0.79
MLP	78.7%	75.4%	82.0%	0.58	0.78