Table 4.

ML model results for the three test subsets.

Model	Accuracy	Sensitivity	Specificity	AUC *
DT	0.70 ± 0.040	0.79 ± 0.001	0.39 ± 0.037	0.60 ± 0.005
RF	0.74 ± 0.069	0.83 ± 0.001	0.42 ± 0.025	0.67 ± 0.008
LR	0.64 ± 0.011	0.64 ± 0.006	0.71 ±0.054	0.69 ± 0.017
SVM	0.64 ± 0.001	0.72 ± 0.001	0.40 ± 0.030	0.56 ± 0.013
MLP	0.77 ±0.004	0.93 ±0.003	0.25 ± 0.017	0.71 ±0.009

^*AUC, Area Under Receiver Operative Curve. The bold values are the highest values for each column.