Investigating factors affecting the interval between a burn and the start of treatment using data mining methods and logistic regression

Table 3 The performance of four models

Models	Total accuracy		Sensitivity		Specificity		Positive likelihood ratio		Negative likelihood ratio		Positive predictive value		Negative predictive value
	Mean	Std. dev	Mean	Std. dev	Mean	Std. dev	Mean	Std. dev	Mean	Std. dev	Mean	Std. dev	Mean	Std. dev
DT	0.87	0.02	0.44	0.08	0.96	0.01	14.58	9.91	0.58	0.05	0.71	0.01	0.89	0.02
RF	0.82	0.03	0.05	0.03	0.99	0.01	6.09	4.87	0.96	0.03	0.50	0.16	0.83	0.03
SVM	0.83	0.03	0.02	0.004	0.99	0.0002	4.72	0.94	0.98	0.004	0.5	0	0.82	0.03
LR	0.83	0.02	0.19	0.09	0.96	0.02	7.08	7.49	0.84	0.09	0.48	0.25	0.85	0.02

ISSN: 1471-2288