Table 2 Improvements in F1 score 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 | 55.1 | 49.7 | 68.0 | 68.4 | 73.6 | 69.5 |
After retraining | 58.4 | 54.8 | 69.5 | 70.7 | 73.6 | 69.5 |