Computational Intelligence and Neuroscience / 2017 / Article / Tab 5

Research Article

A Comparison Study on Multidomain EEG Features for Sleep Stage Classification

Table 5

Comparison of classification results.

Frequency domain + additional featuresNonlinear + additional featuresTime domain + additional features

Subject 186.48% (851/984)80.59% (793/984)87.09% (857/984)
Subject 282.49% (811/983)75.18% (739/983)83.11% (817/983)
Subject 374.87% (704/940)70.85% (666/940)76.08% (715/940)
Average81.38%75.61%82.18%