Disease progression prediction on Dutch Data Warehouse (DDW) March 2021 (test)
0.511RMSELatent Hybridisation Model
Evaluation Results
| Method | Links | |
|---|---|---|
| Latent Hybridisation ModelTraining sample size (N0)=1000, Prediction horizon (H)=24 hours2021.06 | 0.511 | |
| Latent Hybridisation ModelTraining sample size (N0)=500, Prediction horizon (H)=24 hours2021.06 | 0.529 | |
| EnsembleTraining sample size (N0)=1000, Prediction horizon (H)=24 hours2021.06 | 0.599 | |
| Time LSTMTraining sample size (N0)=500, Prediction horizon (H)=24 hours2021.06 | 0.6 | |
| GRU-ODETraining sample size (N0)=1000, Prediction horizon (H)=24 hours2021.06 | 0.601 | |
| Latent Hybridisation ModelTraining sample size (N0)=250, Prediction horizon (H)=24 hours2021.06 | 0.605 | |
| ODE2VAETraining sample size (N0)=1000, Prediction horizon (H)=24 hours2021.06 | 0.619 | |
| GRU-ODETraining sample size (N0)=500, Prediction horizon (H)=24 hours2021.06 | 0.623 | |
| EnsembleTraining sample size (N0)=500, Prediction horizon (H)=24 hours2021.06 | 0.628 | |
| Time LSTMTraining sample size (N0)=1000, Prediction horizon (H)=24 hours2021.06 | 0.631 | |
| Latent Hybridisation ModelTraining sample size (N0)=100, Prediction horizon (H)=24 hours2021.06 | 0.633 | |
| ResidualTraining sample size (N0)=1000, Prediction horizon (H)=24 hours2021.06 | 0.635 | |
| ODE2VAETraining sample size (N0)=500, Prediction horizon (H)=24 hours2021.06 | 0.643 | |
| NODETraining sample size (N0)=500, Prediction horizon (H)=24 hours2021.06 | 0.644 | |
| Time LSTMTraining sample size (N0)=250, Prediction horizon (H)=24 hours2021.06 | 0.649 | |
| NODETraining sample size (N0)=1000, Prediction horizon (H)=24 hours2021.06 | 0.65 | |
| EnsembleTraining sample size (N0)=250, Prediction horizon (H)=24 hours2021.06 | 0.657 | |
| NODETraining sample size (N0)=250, Prediction horizon (H)=24 hours2021.06 | 0.659 | |
| NODETraining sample size (N0)=100, Prediction horizon (H)=24 hours2021.06 | 0.662 | |
| ODE2VAETraining sample size (N0)=250, Prediction horizon (H)=24 hours2021.06 | 0.666 | |
| GRU-ODETraining sample size (N0)=250, Prediction horizon (H)=24 hours2021.06 | 0.673 | |
| ODE2VAETraining sample size (N0)=100, Prediction horizon (H)=24 hours2021.06 | 0.674 | |
| ExpertTraining sample size (N0)=500, Prediction horizon (H)=24 hours2021.06 | 0.702 | |
| ExpertTraining sample size (N0)=250, Prediction horizon (H)=24 hours2021.06 | 0.704 | |
| Time LSTMTraining sample size (N0)=100, Prediction horizon (H)=24 hours2021.06 | 0.706 | |
| EnsembleTraining sample size (N0)=100, Prediction horizon (H)=24 hours2021.06 | 0.707 | |
| ExpertTraining sample size (N0)=1000, Prediction horizon (H)=24 hours2021.06 | 0.713 | |
| ResidualTraining sample size (N0)=500, Prediction horizon (H)=24 hours2021.06 | 0.717 | |
| ExpertTraining sample size (N0)=100, Prediction horizon (H)=24 hours2021.06 | 0.718 | |
| GRU-ODETraining sample size (N0)=100, Prediction horizon (H)=24 hours2021.06 | 0.722 | |
| ResidualTraining sample size (N0)=100, Prediction horizon (H)=24 hours2021.06 | 0.958 | |
| ResidualTraining sample size (N0)=250, Prediction horizon (H)=24 hours2021.06 | 1.003 |