Research Article
A Sleep Stage Classification Algorithm of Wearable System Based on Multiscale Residual Convolutional Neural Network
Table 3
Subject cross-validation statistics in CinC2018 dataset.
| | Samples | W (%) | N1 (%) | N2 (%) | N3 (%) | REM (%) |
| | Total | 500 | 82368 (18.0%) | 66243 (14.4%) | 197338 (43.0%) | 54318 (11.8%) | 58672 (12.8%) | | Train | 400 | 64477 (17.8%) | 48227 (13.3%) | 155927 (43.1%) | 45090 (12.5%) | 47942 (13.3%) | | Eval | 100 | 17891 (18.4%) | 18016 (18.5%) | 41411 (42.6%) | 9228 (9.5%) | 10730 (11.0%) |
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