Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
Samples per class in the data (Percentages in parentheses).
| Dataset | Nested Cross-validation | Test |
|---|---|---|
| Participants | 134 | 24 |
| Nonwear | 264,880 (56.6%) | 44,481 (54.1%) |
| Wake | 35,355 (7.6%) | 7041 (8.6%) |
| Sleep | 167,969 (35.9%) | 30,646 (37.3%) |
| N1 | 10,094 (2.2%) | 1930 (2.3%) |
| N2 | 83,366 (17.8%) | 15,439 (18.8%) |
| N3 | 41,729 (8.9%) | 8097 (9.9%) |
| REM | 32,780 (7%) | 5180 (6.3%) |
| Total | 468,204 | 821,68 |
