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

European Radiology Experimental

Table 3 Overall model performance

	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

AUC Area under the curve, NPV Negative predictive value, PPV Positive predictive value