A Comparison Study on Multidomain EEG Features for Sleep Stage Classification

Table 5

Comparison of classification results.

	Frequency domain + additional features	Nonlinear + additional features	Time domain + additional features
Subject 1	86.48% (851/984)	80.59% (793/984)	87.09% (857/984)
Subject 2	82.49% (811/983)	75.18% (739/983)	83.11% (817/983)
Subject 3	74.87% (704/940)	70.85% (666/940)	76.08% (715/940)
Average	81.38%	75.61%	82.18%