Research Article
Modeling of Steam Distillation Mechanism during Steam Injection Process Using Artificial Intelligence
Table 1
Trial and error calculations for selecting the most suitable ANN.
| Number of neurons in the hidden layer | Training data (RMSE) | Test data (RMSE) |
| 5 | 0.0122 | 0.0316 | 7 | 0.0126 | 0.03 | 9 | 0.0125 | 0.0302 | 11 | 0.0121 | 0.0314 | 15 | 0.0115 | 0.0312 | 18 | 0.0118 | 0.0311 | 20 | 0.0116 | 0.0297 | 21 | 0.0119 | 0.0298 | 23 | 0.0129 | 0.0317 | 24 | 0.0141 | 0.0319 | 25 | 0.0132 | 0.0312 |
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