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Table 2 AUROC obtained by means of the different models in the binary classification for each pathology

From: Classification of audio signals using spectrogram surfaces and extrinsic distortion measures

 

URTI

COPD

Bronchiectasis

Pneumonia

Bronchiolitis

MFCC

0.82

0.98

0.95

0.90

0.81

Fraiwan

0.87

0.99

0.94

0.88

0.94

Our model

0.89

0.99

1.00

0.87

1.00

Combined

0.93

1.00

1.00

1.00

1.00

  1. The best score for each pathology is underlined