Blood Glucose Level Prediction for Diabetics Based on Nutrition and Insulin Administration Logs Using Personalized Mathematical Models

Table 2

Validation results with literature parameters (values in mmol/l).

Tests with parameters from the literature	Meal-wise test				Full data test
	1 h	2 h	4 h	6 h	Without restart	With restart
Average error	2.22	5.47	7.80	8.00	5.09	4.37
RMSE	3.00	6.79	9.10	9.44	6.54	5.72
EGA − A + B (acceptable)	89%	67%	56%	57%	73%	78%