Table 5 Performance (AD test statistics) of fixed transformation
From: Gaussian transformation enhanced semi-supervised learning for sleep stage classification
Band | Beta | Alpha | Theta | Delta |
|---|---|---|---|---|
Before transformation | Â | Â | Â | Â |
 Wake | 137.09 | 252.17 | 93.45 | 178.01 |
 N1 | 4.15 | 6.39 | 2.14 | 4.86 |
 N2 | 1.81 | 30.19 | 0.48 | 10.01 |
 N3 | 2.49 | 2.70 | 1.16 | 0.22 |
 REM | 5.92 | 4.09 | 2.07 | 1.47 |
After transformation | ||||
 Wake | 156.99 | 223.13 | 52.09 | 49.78 |
 N1 | 2.26 | 3.96 | 2.87 | 2.40 |
 N2 | 0.73 | 18.64 | 1.26 | 4.09 |
 N3 | 1.19 | 2.44 | 1.54 | 0.38 |
 REM | 3.67 | 7.44 | 1.27 | 0.55 |