Applying ANFIS and LSSVM Models for the Estimation of Biochar Aromaticity

Table 1

Statistical parameters calculated to evaluate the accuracy of the proposed models in estimating the target parameter.

Model	Phase	R^2	MRE (%)	MSE	RMSE	STD
ANFIS	Train	0.969	5.141	0.0014	0.0370	0.0242
	Test	0.961	11.364	0.0037	0.0606	0.0472
	Total	0.968	6.665	0.0019	0.0606	0.0315
LSSVM	Train	0.986	4.513	0.0009	0.0307	0.0211
	Test	0.984	1.684	0.0004	0.0203	0.0152
	Total	0.986	3.821	0.0008	0.0203	0.0201