Skip to main content

Table 3 Detailed results of cross-validation

From: Exploiting temporal and nonstationary features in breathing sound analysis for multiple obstructive sleep apnea severity classification

Group

True positive rate

False positive rate

Precision

Recall

F-measure

ROC area

PRC area

Normal

0.75

0.02

0.94

0.75

0.83

0.93

0.81

Mild OSA

0.86

0.16

0.64

0.86

0.74

0.81

0.59

Moderate OSA

0.67

0.08

0.74

0.67

0.70

0.77

0.58

Severe OSA

0.91

0.02

0.95

0.91

0.93

0.98

0.92

Weighted average

0.80

0.07

0.82

0.80

0.80

0.87

0.72