Tab. IV.

Mean and standard deviation of total accuracy, sensitivity, specificity, positive likelihood ratio and negative likelihood ratio for DT, NN, SVM and LR.

Models	Total accuracy		Sensitivity		Specificity		Positive likelihood ratio		Negative likelihood ratio
	Mean	SD	Mean	SD	Mean	SD	Mean	SD	Mean	SD
Decision tree	0.66	0.05	0.65	0.06	0.67	0.05	2.03	0.47	0.53	0.11
Neural network	0.61	0.05	0.58	0.09	0.72	0.07	1.7	0.38	0.65	0.17
Support vector machine	0.68	0.04	0.66	0.07	0.70	0.04	2.25	0.45	0.48	0.10
Logistic regression	0.71	0.05	0.69	0.07	0.72	0.04	2.48	0.53	0.43	0.11