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Table 5 Performance of the classification models

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

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