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COVID-19 breath classification: An SVM classifier using bottleneck features (BNF) achieved the highest AUC of 0.942 when classifying COVID-19 breath. The Resnet50 with and without the transfer learning has achieved AUCs of 0.934 and 0.923 respectively, with higher σAUC for the latter (Table 7).
