Table 1 Improvements in accuracy with TinySleepNet plus k-means
From: Gaussian transformation enhanced semi-supervised learning for sleep stage classification
Fold no. | 1 | 2 | 3 | 4 | 5 | 6 |
|---|---|---|---|---|---|---|
Before retraining | 74.6 | 74.2 | 82.4 | 84.9 | 89.6 | 83.4 |
After retraining | 77.2 | 78.1 | 84.7 | 87.3 | 90.4 | 83.8 |