Table 2 Back propagation neural network accuracy of CGM forecast predictions for window sizes from 3 to 10.
From: Continuous blood glucose monitoring prediction for diabetes using evolving neural network
Window size | Mean squared error (MSE) of CGM forecast |
|---|---|
Window Size: 3 | Validation MSE: 0.31804742177156614 |
Window Size: 4 | Validation MSE: 10.617297686935876 |
Window Size: 5 | Validation MSE: 0.1317070834646919 |
Window Size: 6 | Validation MSE: 0.6893205457413865 |
Window Size: 7 | Validation MSE: 0.1692785520201847 |
Window Size: 8 | Validation MSE: 1.5900046103583372 |
Window Size: 9 | Validation MSE: 0.17681231548965637 |
Window Size: 10 | Validation MSE: 0.14451683995033807 |
