Causal outcome forecasting on MIMIC sepsis BILIRUBIN-TOTAL IV
0.07RMSEIGC-NET
Evaluation Results
| Method | Links | |
|---|---|---|
| IGC-NETPrediction horizon (s)=1, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 0.07 | |
| OBSNODEPrediction horizon (s)=1, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 0.34 | |
| OBSNODEPrediction horizon (s)=2, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 0.38 | |
| OBSNODEPrediction horizon (s)=3, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 0.46 | |
| OBSNODEPrediction horizon (s)=4, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 0.54 | |
| OBSNODEPrediction horizon (s)=5, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 0.62 | |
| OPTABPrediction horizon (s)=2, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 0.66 | |
| IGC-NETPrediction horizon (s)=3, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 0.69 | |
| OBSNODEPrediction horizon (s)=6, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 0.7 | |
| SCIP-NETPrediction horizon (s)=2, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 0.72 | |
| OPTABPrediction horizon (s)=3, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 0.73 | |
| IGC-NETPrediction horizon (s)=4, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 0.91 | |
| OPTABPrediction horizon (s)=6, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 0.97 | |
| OPTABPrediction horizon (s)=4, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 1.05 | |
| IGC-NETPrediction horizon (s)=5, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 1.07 | |
| SCIP-NETPrediction horizon (s)=3, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 1.13 | |
| SCIP-NETPrediction horizon (s)=6, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 1.17 | |
| SCIP-NETPrediction horizon (s)=1, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 1.23 | |
| SCIP-NETPrediction horizon (s)=4, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 1.24 | |
| OPTABPrediction horizon (s)=1, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 1.36 | |
| IGC-NETPrediction horizon (s)=2, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 1.4 | |
| OPTABPrediction horizon (s)=5, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 1.56 | |
| IGC-NETPrediction horizon (s)=6, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 1.59 | |
| SCIP-NETPrediction horizon (s)=5, Data assimilation time (tc)=1 hour, Number of runs=52026.04 | 1.84 |