Table 2.

Sleep staging performance of HomeSleepNet on the Home PSG^a data set.

Classification type	Cohen κ	Macro F1-score	Mean per-class sensitivity	Accuracy, %
4 Stageb	0.416	0.582	0.610	59.4
3 Stagec	0.557	0.714	0.706	76.2
2 Staged	0.610	0.805	0.789	88.5

^aPSG: polysomnography.

^bWake, light (N1+N2), deep (N3), and rapid-eye movement sleep.

^cWake, rapid-eye movement, and nonrapid-eye movement (N1+N2+N3) sleep.

^dWake and sleep (N1+N2+N3+rapid-eye movement).