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

Table 6

Prediction model errors, RMSE values in mmol/l for 1-hour prediction.

Prediction model (RMSE, meal-wise)	Without training	Brute force	Slow GA
(1) day training cross validation	2.57	2.57	2.26
(2) days training cross validation	2.29	2.19	1.62