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Table 4 Performance of the classification models

From: Prediction of in-hospital mortality in patients on mechanical ventilation post traumatic brain injury: machine learning approach

Model

Number of predictors

Accuracy (%)

AUROC

Precision

Sensitivity

Specificity

F-Score

LR

8

86.8

92.00

0.82

0.65

0.95

0.72

ANN

24

85.5

91.40

0.76

0.66

0.92

0.71