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

Table 5

Test dataset results of the support vector machine over all subsets.

Support vector machine	RMSE	MAE	MAPE	R^2
Subset 1	3.96	2.83	12.15	0.7150
Subset 2	3.98	2.84	12.26	0.7094
Subset 3	3.98	2.89	12.35	0.7089