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Table 3 The performance of four models

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

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