A Multilevel Temporal Context Network for Sleep Stage Classification

Table 3

The confusion matrix and per-class result from Sleep-EDF-2018 dataset.

	MLTCN output				Per-class result (%)
	Wake	N 1	N 2	N 3	REM	Pre	Rec	F1
Wake	62184	4395	885	69	1212	94.2	90.4	92.2
N 1	3045	8879	6256	128	3214	44.4	41.3	42.8
N 2	404	4629	57308	3655	3136	83.6	83.9	83.3
N 3	13	4	2043	10953	26	73.3	84.0	88.3
REM	356	2110	2019	136	21214	73.7	82.1	77.7
ACC = 81.0%; MF1 = 74.9%; kappa = 0.74