Table 4.
Statistical results for the best neural network model NN11-3-1 and the PLS model
| Model | r2 | rmsd | q2 | loormsd |
|---|---|---|---|---|
| NN11-3-1 | ||||
| TSET | 0.91 | 0.225 | 0.82 | 0.316 |
| PSET | 0.93 | 0.282 | ||
| PLS | ||||
| TSET | 0.83 | 0.303 | 0.78 | 0.353 |
| PSET | 0.87 | 0.415 | ||
Statistical results for the best neural network model NN11-3-1 and the PLS model
| Model | r2 | rmsd | q2 | loormsd |
|---|---|---|---|---|
| NN11-3-1 | ||||
| TSET | 0.91 | 0.225 | 0.82 | 0.316 |
| PSET | 0.93 | 0.282 | ||
| PLS | ||||
| TSET | 0.83 | 0.303 | 0.78 | 0.353 |
| PSET | 0.87 | 0.415 | ||