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Benchmarks
Encounter diagnosis prediction on EHR data
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0.0258
Negative Log-Likelihood
RNN
0.02568
0.02649
0.0273
0.02811
Aug 19, 2016
Negative Log-Likelihood
Recall@5
Recall@10
Updated 4d ago
Evaluation Results
Method
Method
Links
Negative Log-Likelihood
Recall@5
Recall@10
RNN
Description=Recurrent...
2016.08
0.0258
55.18
69.09
RNN+alpha_R
Attention source=RNN-g...
2016.08
0.0259
53.89
67.45
RETAIN
2016.08
0.0259
54.25
67.74
RNN+alpha_M
Attention source=MLP-g...
2016.08
0.0262
52.15
65.81
MLP
Description=Multilayer...
2016.08
0.0267
50.72
65.02
LR
Description=Logistic r...
2016.08
0.0288
43.15
55.84
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