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Benchmarks
Sleep Stage Classification on Sleep-EDF
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94.4
Accuracy
k-NN
72.352
78.076
83.8
89.524
May 16, 2018
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
k-NN
Input channel=Fpz-Cz,...
2018.05
94.4
Decision trees
Input channel=Fpz-Cz +...
2018.05
93.1
Ensemble SVM
Input channel=Pz-Oz, F...
2018.05
91.1
Deep CNN
Input channel=Fpz-Cz +...
2018.05
84
Multitask 1-max CNN
Input channel=Fpz-Cz +...
2018.05
82.3
Deep CNN + RNN
Input channel=Fpz-Cz,...
2018.05
82
Multitask 1-max CNN
Input channel=Fpz-Cz,...
2018.05
81.9
k-NN
Input channel=Fpz-Cz +...
2018.05
80
1-max CNN
Input channel=Fpz-Cz,...
2018.05
79.8
Attentional RNN
Input channel=Fpz-Cz,...
2018.05
79.1
Deep auto-encoder
Input channel=Fpz-Cz,...
2018.05
78.9
Ensemble SVM
Input channel=Fpz-Cz +...
2018.05
78.9
ResNet
Input channel=Fpz-Cz +...
2018.05
76.8
Decision trees
Input channel=Fpz-Cz,...
2018.05
75
Deep CNN
Input channel=Fpz-Cz,...
2018.05
74.8
GMM
Input channel=Pz-Oz, F...
2018.05
73.2
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