Research Article
Moisture Damage Modeling in Lime and Chemically Modified Asphalt at Nanolevel Using Ensemble Computational Intelligence
Table 4
Performances of the ensemble of CI-statistical methods for modeling asphalts (wet samples).
| ā | Ensemble of CI-average | Ensemble of CI-weighted average | Ensemble of CI-linear function | Train | Test | Train | Test | Train | Test |
| NRMSE | 0.3750 | 0.5976 | 0.3705 | 0.6003 | 0.3449 | 0.6490 | CC | 0.9269 | 0.8099 | 0.9288 | 0.8087 | 0.9383 | 0.7903 | MAPE (%) | 0.1352 | 0.1495 | 0.1387 | 0.1505 | 0.1205 | 0.1834 |
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