Sleep Spindle Detection on DREAMS Spindles (Subjects S1-S8)
58.8S1 ScoreDNDBN
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| DNDBNLearning Mode=Supervised (S), Model Type=HSM2020.10 | 58.8 | 60.4 | 48.4 | 29.5 | 57.2 | 61.6 | 25.9 | 25.4 | 45.9 | |
| DNDBNLearning Mode=Unsupervised (U), Model Type=HSM2020.10 | 56.5 | 48.3 | 45 | 26.5 | 54.9 | 61 | 19.9 | 23.3 | 41.9 | |
| Parekh et al.2020.10 | 50.1 | 57.5 | 54 | 24.5 | 57.4 | 62.4 | 25.3 | 26.9 | 44.7 | |
| Wendt et al.2020.10 | 49.1 | 40.7 | 39 | 20.7 | 49.7 | 54.3 | 13.1 | 23 | 36.2 | |
| Martin et al.2020.10 | 43.7 | 54.8 | 40.7 | 21.2 | 51.4 | 58.6 | 22.9 | 25.9 | 39.9 |