Development of Artificial Intelligence Methods for Determination of Methane Solubility in Aqueous Systems

Table 1

Statistical evaluation of DT and ANFIS models.

		R^2	MRE (%)	MSE	RMSE	STD
ANFIS	Train	1	4.553	5.10E − 08	0.0002	0.0002
	Test	1	4.624	2.00E − 08	0.0001	0.0001
	Total	1	4.571	4.33E − 08	0.0001	0.0002
DT	Train	0.999	6.443	8.91E − 08	0.0003	0.0003
	Test	0.999	7.356	8.99E − 08	0.0003	0.0002
	Total	0.999	6.67	8.93E − 08	0.0003	0.0003