Research Article
Using an Artificial Neural Network to Validate and Predict the Physical Properties of Self-Compacting Concrete
Table 5
Selection of best architecture for ANN.
| Number of hidden layers | R | RMSE |
| 2 | 0.9816 | 1.2393 | 3 | 0.9817 | 0.9683 | 4 | 0.9822 | 0.9875 | 5 | 0.9823 | 0.9214 | 6 | 0.9822 | 0.9926 | 7 | 0.9819 | 0.9813 | 8 | 0.9821 | 0.9852 | 9 | 0.9816 | 1.0118 | 10 | 0.982 | 0.9973 |
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