Blood Glucose Prediction on UVA Padova Simulator (test)
8.24RMSE (30min)Hovorka
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Hovorkaalpha=0.12026.06 | 8.24 | 13.26 | 19.36 | 2.94 | 41.48 | 76.2 | 60.9 | |
| Hovorkaalpha=0.32026.06 | 8.32 | 13.21 | 20.52 | 1.3 | 50.14 | 74.2 | 56.9 | |
| Hovorkaalpha=0.52026.06 | 8.5 | 13.42 | 20.96 | 1.18 | 51.39 | 74.3 | 57 | |
| IFMalpha=0.02026.06 | 8.76 | 12.65 | 18.3 | 15.8 | 17.08 | 47.8 | 0.2 | |
| Hovorkaalpha=0.72026.06 | 8.92 | 14.02 | 21.38 | 1.07 | 51.39 | 74.7 | 57.8 | |
| BNODEalpha=0.12026.06 | 8.93 | 13.17 | 18.63 | 1.67 | 23.56 | 88.3 | 76.5 | |
| IFMalpha=0.72026.06 | 9.01 | 14.4 | 23.91 | 7.92 | 35.23 | 93.8 | 91.8 | |
| IFMalpha=0.32026.06 | 9.1 | 14.34 | 23.4 | 7.49 | 39.34 | 93.7 | 91.7 | |
| IFMalpha=0.12026.06 | 9.11 | 14.81 | 23.53 | 6.17 | 36.02 | 93.6 | 91.4 | |
| IFMalpha=1.02026.06 | 9.11 | 14.74 | 24.9 | 7.59 | 37.92 | 93.8 | 91.8 | |
| BNODEalpha=0.32026.06 | 9.25 | 13.67 | 19.6 | 1.32 | 27.4 | 87.9 | 75.7 | |
| IFMalpha=0.52026.06 | 9.31 | 14.71 | 24.05 | 7.35 | 35.72 | 93.8 | 91.7 | |
| BNODEalpha=0.52026.06 | 9.31 | 13.87 | 19.73 | 1.17 | 30.82 | 87.4 | 74.8 | |
| BNODEalpha=0.72026.06 | 9.56 | 14.38 | 20.91 | 1.14 | 35.77 | 94.1 | 89.4 | |
| LP-Reducedalpha=0.12026.06 | 10.44 | 16.8 | 25.5 | 0.39 | 24.64 | 56 | 32.4 | |
| LP-Reducedalpha=0.32026.06 | 11.33 | 18.79 | 28.77 | 0.61 | 18.71 | 63.2 | 44.1 | |
| LP-Reducedalpha=0.52026.06 | 13.12 | 21.57 | 32.1 | 0.62 | 19.58 | 62.2 | 46.2 | |
| Hovorkaalpha=1.02026.06 | 55.49 | 165.34 | 2,706.45 | 161.11 | 364.8 | 70.1 | 36.6 | |
| BNODEalpha=1.02026.06 | 187.88 | 256.48 | 1,996.69 | — | 63.57 | — | — |