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. 2023 May 19;25:e42073. doi: 10.2196/42073

Table 8.

Confusion matrix for 4-way (wake, light sleep, deep sleep, and rapid eye movement [REM] sleep) epoch-by-epoch classification for the total sample.


Xiaomi Mi Band 5

Wake Light sleep Deep sleep REM
PSGa

Wake 3019 3957 1020 548

Light sleep 2236 11,366 3468 2274

Deep sleep 537 2653 1775 494

REM 465 4044 519 1193

aPSG: polysomnography.