Prediction of in-hospital mortality in patients with post traumatic brain injury using National Trauma Registry and Machine Learning Approach

Table 5 Performance of the classification models

Model	Number of predictors	Accuracy (%)	AUC (%)	PPV (%)	NPV (%)	Sensitivity (%)	Specificity (%)	F-Score
SVM	21	95.6	96	88	97	73	99	0.8
ANN	21	91.6	93.5	66	96	62	96	0.64

ISSN: 1757-7241