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

Table 7

Test dataset results of the hybrid model over all subsets.

Ensemble	RMSE	MAE	MAPE	R^2
Subset 1	0.41	0.34	4.41	0.9473
Subset 2	0.48	0.37	4.58	0.9391
Subset 3	0.55	0.36	4.72	0.9201