Multi-step-ahead prediction on MIMIC-III (African)
4.91RMSECT-sMMD
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| CT-sMMDPrediction Horizon (tau)=12026.05 | 4.91 | — | — | — | — | — | — | |
| CTPrediction Horizon (tau)=12026.05 | 4.99 | — | — | — | — | — | — | |
| ACTIN-sMMDPrediction Horizon (tau)=12026.05 | 5.1 | — | — | — | — | — | — | |
| ACTINPrediction Horizon (tau)=12026.05 | 5.37 | — | — | — | — | — | — | |
| CRNPrediction Horizon (tau)=12026.05 | 5.41 | — | — | — | — | — | — | |
| CRN-sMMDPrediction Horizon (tau)=12026.05 | 5.43 | — | — | — | — | — | — | |
| ACTIN-sMMDPrediction Horizon (tau)=22026.05 | 5.48 | — | — | — | — | — | — | |
| ACTIN-sMMDPrediction Horizon (tau)=32026.05 | 5.72 | — | — | — | — | — | — | |
| ACTIN-sMMDPrediction Horizon (tau)=42026.05 | 5.83 | — | — | — | — | — | — | |
| ACTINPrediction Horizon (tau)=22026.05 | 5.94 | — | — | — | — | — | — | |
| ACTIN-sMMDPrediction Horizon (tau)=52026.05 | 5.95 | — | — | — | — | — | — | |
| ACTIN-sMMDPrediction Horizon (tau)=62026.05 | 6.07 | — | — | — | — | — | — | |
| ACTINPrediction Horizon (tau)=32026.05 | 6.34 | — | — | — | — | — | — | |
| ACTINPrediction Horizon (tau)=42026.05 | 6.59 | — | — | — | — | — | — | |
| ACTINPrediction Horizon (tau)=52026.05 | 6.84 | — | — | — | — | — | — | |
| ACTINPrediction Horizon (tau)=62026.05 | 7.1 | — | — | — | — | — | — | |
| CT-sMMDPrediction Horizon (tau)=22026.05 | 9.46 | — | — | — | — | — | — | |
| CTPrediction Horizon (tau)=22026.05 | 9.63 | — | — | — | — | — | — | |
| CRN-sMMDPrediction Horizon (tau)=22026.05 | 9.88 | — | — | — | — | — | — | |
| CT-sMMDPrediction Horizon (tau)=32026.05 | 10.01 | — | — | — | — | — | — | |
| CTPrediction Horizon (tau)=32026.05 | 10.32 | — | — | — | — | — | — | |
| CT-sMMDPrediction Horizon (tau)=42026.05 | 10.35 | — | — | — | — | — | — | |
| CT-sMMDPrediction Horizon (tau)=52026.05 | 10.58 | — | — | — | — | — | — | |
| CRN-sMMDPrediction Horizon (tau)=32026.05 | 10.62 | — | — | — | — | — | — | |
| CTPrediction Horizon (tau)=42026.05 | 10.66 | — | — | — | — | — | — | |
| CT-sMMDPrediction Horizon (tau)=62026.05 | 10.82 | — | — | — | — | — | — | |
| CTPrediction Horizon (tau)=52026.05 | 10.9 | — | — | — | — | — | — | |
| CRN-sMMDPrediction Horizon (tau)=42026.05 | 10.98 | — | — | — | — | — | — | |
| CTPrediction Horizon (tau)=62026.05 | 11.14 | — | — | — | — | — | — | |
| CRN-sMMDPrediction Horizon (tau)=52026.05 | 11.27 | — | — | — | — | — | — | |
| CRNPrediction Horizon (tau)=22026.05 | 11.47 | — | — | — | — | — | — | |
| CRN-sMMDPrediction Horizon (tau)=62026.05 | 11.55 | — | — | — | — | — | — | |
| CRNPrediction Horizon (tau)=32026.05 | 12.33 | — | — | — | — | — | — | |
| CRNPrediction Horizon (tau)=62026.05 | 12.53 | — | — | — | — | — | — | |
| CRNPrediction Horizon (tau)=42026.05 | 12.56 | — | — | — | — | — | — | |
| CRNPrediction Horizon (tau)=52026.05 | 12.57 | — | — | — | — | — | — | |
| ACTINTraining Set=White patients, Test Set=African patients2026.05 | — | 5.2 | 5.67 | 5.95 | 6.17 | 6.37 | 6.55 | |
| ACTIN-sMMDTraining Set=White patients, Test Set=African patients2026.05 | — | 5.03 | 5.42 | 5.6 | 5.76 | 5.89 | 6 | |
| CRNTraining Set=White patients, Test Set=African patients2026.05 | — | 5.73 | 10.27 | 11.15 | 11.78 | 12.37 | 12.94 | |
| CRN-sMMDTraining Set=White patients, Test Set=African patients2026.05 | — | 5.72 | 10.25 | 11.09 | 11.62 | 12.08 | 12.54 | |
| CTTraining Set=White patients, Test Set=African patients2026.05 | — | 5.51 | 10.07 | 10.75 | 11.11 | 11.38 | 11.64 | |
| CT-sMMDTraining Set=White patients, Test Set=African patients2026.05 | — | 5.52 | 10.08 | 10.76 | 11.13 | 11.41 | 11.66 |