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Sleep Staging on MGH (test)
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0.816
Accuracy
CNN
0.64648
0.69049
0.7345
0.77851
Oct 14, 2019
Accuracy
ROC-AUC
Cohen's Kappa
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
ROC-AUC
Cohen's Kappa
CNN
2019.10
0.816
0.874
0.742
SLEEPER-LR
Prototypes=96, Classif...
2019.10
0.798
0.861
0.714
SLEEPER-GBT
Prototypes=96, Classif...
2019.10
0.788
0.854
0.7
SLEEPER-DT
Prototypes=96, Classif...
2019.10
0.783
0.85
0.694
Mimic learning - GBT
Classifier=Gradient Bo...
2019.10
0.675
0.786
0.54
Rule & DT
Rules=96, Classifier=D...
2019.10
0.661
0.757
0.51
Rule & GBT
Rules=96, Classifier=G...
2019.10
0.658
0.753
0.508
Rule & LR
Rules=96, Classifier=L...
2019.10
0.653
0.75
0.498
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