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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