Table 9.
Comparison of predictive abilities of RSM and ANN models.
| Solubility of phosphate (μg/ml) | IAA production (μg/ml) | |||
|---|---|---|---|---|
| Parameters | RSM | ANN | RSM | ANN |
| RMSE | 8.190 | 1.205 | 2.054 | 1.686 |
| R2 | 0.968 | 0.999 | 0.971 | 0.979 |
| AARD (%) | 0.961 | 0.487 | 3.234 | 2.532 |
| MAE | 6.863 | 0.877 | 1.776 | 1.396 |
| SEP | 4.179 | 0.615 | 3.541 | 2.907 |
| MSE | 67.077 | 1.452 | 4.219 | 2.842 |