Research Article
Development of Pavement Distress Deterioration Prediction Models for Urban Road Network Using Genetic Programming
Table 7
Results of the proposed models for validation dataset.
| Dataset | Model | R2 | RMSE |
| Validation dataset (2014) | Model 1 | 0.77 | 0.60 | Model 2 | 0.78 | 0.62 | Model 3 | 0.84 | 0.71 | Model 4 | 0.80 | 0.86 | Model 5 | 0.81 | 0.76 | Validation dataset (2015) | Model 1 | 0.75 | 0.89 | Model 2 | 0.75 | 0.90 | Model 3 | 0.90 | 0.70 | Model 4 | 0.81 | 0.90 | Model 5 | 0.73 | 0.09 |
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