Research Article
An Empirical Study for Adopting Machine Learning Approaches for Gas Pipeline Flow Prediction
Table 7
Sensitivity tests for the number of network layers.
| | Layers | 2 | 3 | 4 | 5 | 6 |
| | MSE | 5.1 × 103 | 4.8 × 103 | 8.4 × 103 | 2.4 × 103 | 5.6 × 103 | | MRE | 2.699 × 10−3 | 1.444 × 10−3 | 3.680 × 10−3 | 1.941 × 10−3 | 2.971 × 10−3 | | 2.698 × 10−5 | 2.546 × 10−5 | 4.459 × 10−5 | 1.288 × 10−5 | 2.969 × 10−5 |
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