Table 4 Comparison of classification performance for each biological signal (with and without selective prediction)
From: SelANet: decision-assisting selective sleep apnea detection based on confidence score
Signal | Without selective prediction | With selective prediction | ||||
|---|---|---|---|---|---|---|
Acc (%) | Sen (%) | Spec (%) | Acc (%) | Sen (%) | Spec (%) | |
SaO2 | 78.49 | 75.83 | 81.15 | 81.17 | 80.32 | 82.12 |
EDR | 74.76 | 74.33 | 75.21 | 81.36 | 83.96 | 78.58 |
Multi-modal | 83.22 | 83.11 | 83.33 | 90.26 | 91.29 | 89.21 |