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Sleep Stage Classification on Sleep-EDF

94.4Accuracy

k-NN

Updated 4d ago

Evaluation Results

Method	Links
k-NN 2018.05		94.4
Decision trees 2018.05		93.1
Ensemble SVM 2018.05		91.1
Deep CNN 2018.05		84
Multitask 1-max CNN 2018.05		82.3
Deep CNN + RNN 2018.05		82
Multitask 1-max CNN 2018.05		81.9
k-NN 2018.05		80
1-max CNN 2018.05		79.8
Attentional RNN 2018.05		79.1
Deep auto-encoder 2018.05		78.9
Ensemble SVM 2018.05		78.9
ResNet 2018.05		76.8
Decision trees 2018.05		75
Deep CNN 2018.05		74.8
GMM 2018.05		73.2