Table 3.
Dataset | Sleep Stages | Precision | Recall | F1-Score | Accuracy |
---|---|---|---|---|---|
Training set | Wake | 0.78 | 0.58 | 0.66 | 0.87 |
REM | 0.95 | 0.89 | 0.92 | ||
NREM | 0.62 | 0.84 | 0.72 | ||
Test set | Wake | 0.86 | 0.68 | 0.76 | 0.86 |
REM | 0.92 | 0.87 | 0.89 | ||
NREM | 0.56 | 0.82 | 0.71 |
Dataset | Sleep Stages | Precision | Recall | F1-Score | Accuracy |
---|---|---|---|---|---|
Training set | Wake | 0.78 | 0.58 | 0.66 | 0.87 |
REM | 0.95 | 0.89 | 0.92 | ||
NREM | 0.62 | 0.84 | 0.72 | ||
Test set | Wake | 0.86 | 0.68 | 0.76 | 0.86 |
REM | 0.92 | 0.87 | 0.89 | ||
NREM | 0.56 | 0.82 | 0.71 |