Encounter diagnosis prediction on EHR data
0.0258Negative Log-LikelihoodRNN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| RNNDescription=Recurrent neural network2016.08 | 0.0258 | 55.18 | 69.09 | |
| RNN+alpha_RAttention source=RNN-generated attention vectors2016.08 | 0.0259 | 53.89 | 67.45 | |
| RETAIN2016.08 | 0.0259 | 54.25 | 67.74 | |
| RNN+alpha_MAttention source=MLP-generated attention vectors2016.08 | 0.0262 | 52.15 | 65.81 | |
| MLPDescription=Multilayer Perceptron2016.08 | 0.0267 | 50.72 | 65.02 | |
| LRDescription=Logistic regression2016.08 | 0.0288 | 43.15 | 55.84 |