Research Article
Prediction Compressive Strength of Concrete Containing GGBFS using Random Forest Model
Table 2
Summary of different quality assessment criteria over 500 simulations with the best RF architecture.
| Criteria | R | RMSE | MAE | Training set | Testing set | Training set | Testing set | Training set | Testing set |
| Min | 0.9700 | 0.9054 | 4.6951 | 4.9858 | 3.5261 | 3.9423 | Average | 0.9744 | 0.9461 | 5.2203 | 7.2602 | 3.8367 | 5.3628 | Max | 0.9805 | 0.9729 | 5.5260 | 9.6108 | 4.1365 | 6.8476 | Std | 0.0016 | 0.0127 | 0.1251 | 0.7264 | 0.0992 | 0.4900 |
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