Research Article
Moisture Damage Modeling in Lime and Chemically Modified Asphalt at Nanolevel Using Ensemble Computational Intelligence
Table 5
Performances of the ensemble of CI-statistical measurements for modeling asphalts (dry samples).
| ā | Ensemble of CI-average | Ensemble of CI-weighted average | Ensemble of CI-linear function | Train | Test | Train | Test | Train | Test |
| NRMSE | 0.3057 | 0.6526 | 0.3034 | 0.6497 | 0.2656 | 0.5813 | CC | 0.9520 | 0.7959 | 0.9528 | 0.7969 | 0.9651 | 0.8219 | MAPE (%) | 0.1703 | 0.2222 | 0.1694 | 0.2195 | 0.1645 | 0.2112 |
|
|