Research Article
Blood Glucose Level Prediction for Diabetics Based on Nutrition and Insulin Administration Logs Using Personalized Mathematical Models
Table 4
Results for the full time period with diurnal profile and various GA versions (values in mmol/l).
| | Diurnal profile and GA test with 3 model parameters (full data with restart) | Average error | RMSE | EGA − A + B (acceptable) |
| | Fast GA without diurnal profile | 3.64 | 4.82 | 83.2% | | Fast GA with diurnal profile | 3.25 | 4.54 | 86.5% | | Slow GA with diurnal profile | 2.94 | 4.09 | 88.6% |
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