| Model |
Data set |
QLOO2 |
RMSECV |
R |
F |
| MLR |
Training |
0.800 |
2.835 |
0.916 |
167.043 |
| Prediction |
|
2.615 |
0.913 |
35.037 |
| MLP-NN |
Training |
0.947 |
1.479 |
0.950 |
294.777 |
| Validation |
|
1.365 |
0.969 |
|
| Test |
|
2.353 |
0.918 |
|
| Prediction |
|
2.597 |
0.925 |
46.563 |
| GR-NN |
Training |
0.951 |
1.245 |
0.975 |
329.924 |
| Validation |
|
1.463 |
0.966 |
|
| Test |
|
2.084 |
0.950 |
|
| Prediction |
|
2.210 |
0.937 |
48.614 |
|
