A Multilevel Temporal Context Network for Sleep Stage Classification

Table 5

The result of the ablation experiments on the Sleep-EDF-2013 dataset.

	CNN	TCN	Balanced fusion	Weighted fusion	HMM	ACC	MF1	Kappa
Variant 1	✓					80.4	72.9	0.73
Variant 2	✓	✓				81.7	74.9	0.75
Variant 3	✓	✓			✓	83.5	76.6	0.77
Variant 4	✓	✓	✓			83.8	76.4	0.77
Variant 5	✓	✓		✓		83.9	76.6	0.77
MLTCN	✓	✓		✓	✓	84.2	77.1	0.78