Research Article
Potential for Evaluation of Interwell Connectivity under the Effect of Intraformational Bed in Reservoirs Utilizing Machine Learning Methods
Table 5
The results of statistical error analysis performed in this study for different neural networks.
| Parameter | BP neural network | CNN |
| Training set | | | Average relative deviation, % | 13.87 | 5.91 | Average absolute relative deviation, % | 20.11 | 12.13 | RMSE, md | 26.43 | 15.22 | Test set | | | Average relative deviation, % | 15.35 | 10.01 | Average absolute relative deviation, % | 22.56 | 13.47 | RMSE, md | 29.01 | 19.13 |
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