International Journal of Interdisciplinary Research
Table 9 Comparison of mean absolute error percentage for artificial neural network and response surface equations
Mean absolute percentage error | |||
|---|---|---|---|
ANN | Response surface equations | ||
Training | Testing | ||
Thermal resistance | 2.03 | 4.59 | 15.99 |
Thermal absorptivity | 3.10 | 5.13 | 3.51 |
Air permeability | 3.15 | 7.40 | 12.48 |
Moisture vapour transmission rate | 2.58 | 7.3 | 4.02 |