Research Article
Moisture Damage Modeling in Lime and Chemically Modified Asphalt at Nanolevel Using Ensemble Computational Intelligence
Table 2
Performance measurement of the ANN, SVR, and ANFIS for modeling asphalts (wet samples).
| ā | SVR | ANN | ANFIS | ā | Train | Test | Train | Test | Train | Test |
| NRMSE | 0.4589 | 0.6170 | 0.4356 | 0.6017 | 0.3545 | 0.6905 | CC | 0.8891 | 0.7986 | 0.8988 | 0.7996 | 0.9342 | 0.7741 | MAPE (%) | 0.1579 | 0.1696 | 0.1488 | 0.1532 | 0.1763 | 0.2558 |
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