Table 18.

Results of 10-fold cross validation for all models.

Model	Original data		Chi2 +ADASYN
	Accuracy	SD	Accuracy	SD
LVTrees	0.90	$\pm 0.03$	0.97	$\pm 0.03$
KNN	0.79	$\pm 0.05$	0.92	$\pm 0.04$
ETC	0.86	$\pm 0.03$	0.95	$\pm 0.03$
ADA	0.48	$\pm 0.06$	0.57	$\pm 0.10$
SVC	0.89	$\pm 0.04$	0.96	$\pm 0.03$
RF	0.86	$\pm 0.04$	0.96	$\pm 0.03$
NB	0.83	$\pm 0.07$	0.90	$\pm 0.04$
DT	0.70	$\pm 0.06$	0.86	$\pm 0.05$
LR	0.89	$\pm 0.03$	0.95	$\pm 0.03$