Advances in Artificial Neural Systems / 2012 / Article / Tab 1

Research Article

Sleep Stage Classification Using Unsupervised Feature Learning

Table 1

Classification accuracy and -score for the three experimental setups.

Accuracy (mean ± std) -score
AwakeS1S2SWSREM

feat-GOHMM63.9 ± 10.80.710.310.720.820.47
feat-DBN72.2 ± 9.70.780.370.760.840.78
raw-DBN67.4 ± 12.90.690.360.780.830.58