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