Research Article
A Sleep Stage Classification Algorithm of Wearable System Based on Multiscale Residual Convolutional Neural Network
Table 1
The number and proportion of epochs of various sleep stages.
| | Dataset | W | N1 | N2 | N3 | REM | Total |
| | Sleep-EDF-expanded (197 samples) | 71197 (29.8%) | 25169 (10.5%) | 88975 (37.2%) | 19454 (8.1%) | 34181 (14.3%) | 238976 (100%) | | CinC2018 (500 samples) | 82368 (17.95%) | 66243 (14.4%) | 197338 (43.0%) | 54318 (11.835%) | 58672 (12.78%) | 458939 (100%) |
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