Research Article
Implementation of Process-Based and Data-Driven Models for Early Prediction of Construction Time
Table 8
Comparison of the accuracy of the five new hybrid models using 10-fold cross-validation.
| | Type of the predictive hybrid model | MAPE (%) | R2 (%) | Coefficient of correlation between actual and predicted target values |
| | BTC-SVM | 3.9 | 91.63 | 0.958 | | BTC-LR | 4.5 | 89.39 | 0.950 | | BTC-RBFNN | 4.31 | 90.65 | 0.953 | | BTC-MLPNN | 4.28 | 89.91 | 0.948 | | BTC-GRNN | 3.34 | 93.17 | 0.966 |
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