Research Article
Sleep Stage Classification Using Unsupervised Feature Learning
Table 3
Confusion matrix for feat-DBN.
| % | Classified | Awake | S1 | S2 | SWS | REM |
| Awake | 75.8 | 18.2 | 1.8 | 0.2 | 4.1 | S1 | 26.0 | 37.6 | 25.1 | 0.7 | 10.6 | S2 | 1.0 | 9.8 | 73.1 | 7.2 | 9.0 | SWS | 0.4 | 0.1 | 13.9 | 85.5 | 0.1 | REM | 1.9 | 4.0 | 10.3 | 0.1 | 83.7 |
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