Table 13 Comparison of ANN and RSM Performance.
Output variable | Model | R2 | MSE |
|---|---|---|---|
d32h | ANN | 0.9950 | 0.000314 |
RSM | 0.9393 | — | |
d32v | ANN | 0.9970 | 0.000451 |
RSM | 0.9820 | — | |
\(\:\text{D}\text{P}\text{H}\:\text{h}\) | ANN | 0.9900 | 0.000019 |
RSM | 0.9304 | — | |
\(\:\text{D}\text{P}\text{H}\:\text{v}\) | ANN | 0.9822 | 0.000001 |
RSM | 0.8839 | — |
