Research Article
Moisture Damage Modeling in Lime and Chemically Modified Asphalt at Nanolevel Using Ensemble Computational Intelligence
Table 3
Performance measurement of the ANN, SVR, and ANFIS for modeling asphalts (dry samples).
| ā | SVR | ANN | ANFIS | ā | Train | Test | Train | Test | Train | Test |
| NRMSE | 0.3596 | 0.7062 | 0.2667 | 0.5859 | 0.3464 | 0.6958 | CC | 0.9323 | 0.7847 | 0.9649 | 0.8196 | 0.9372 | 0.7749 | MAPE (%) | 0.1952 | 0.2612 | 0.1623 | 0.2125 | 0.1763 | 0.2358 |
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