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Table 3 Overall model performance

From: Evaluation of novel coronavirus disease (COVID-19) using quantitative lung CT and clinical data: prediction of short-term outcome

  AUC Accuracy Sensitivity Specificity PPV NPV
Generalised linear model 0.90 0.85 0.80 0.87 0.80 0.87
Conditional inference trees 0.89 0.73 1.00 0.56 0.59 1.00
Penalised binomial regression 0.91 0.81 0.70 0.87 0.78 0.82
Support vector machine with linear kernel 0.92 0.88 0.90 0.87 0.82 0.93
  1. AUC Area under the curve, NPV Negative predictive value, PPV Positive predictive value