Research Article

A Sleep Stage Classification Algorithm of Wearable System Based on Multiscale Residual Convolutional Neural Network

Table 5

Subject cross-validation confusion matrix and performance in sleep-EDF-expanded.

WN1N2N3REM(%)(%)Kappa

W160971483631751788.5694.1397.55\
N153229716681475360.1785.7888.73\
N2782494110641006114170.1086.8395.07\
N367845026701682.9296.6797.67\
REM1107783976439977.3192.2294.24\
Overall75.8191.1394.650.7001