Using Hybrid Machine Learning Methods to Predict and Improve the Energy Consumption Efficiency in Oil and Gas Fields

Table 3

Test dataset results of the artificial neural network over all subsets.

Artificial neural network	RMSE	MAE	MAPE	R^2
Subset 1	0.42	0.33	4.42	0.9426
Subset 2	0.49	0.37	4.64	0.9377
Subset 3	0.55	0.37	4.74	0.9189