On the Evaluation of Rhamnolipid Biosurfactant Adsorption Performance on Amberlite XAD-2 Using Machine Learning Techniques

Table 1

Statistical parameters calculated for three models.

Analysis	LSSVM			ANN	GMDH
	Train	Test	Total	Total	Total
MSE	0.0001	0.0002	0.0001	0.0005	0.0047
AAD	0.7293	0.8043	0.7481	1.9111	6.2395
	0.9990	0.9990	0.9990	0.9946	0.9526
STD	0.0112	0.0122	0.0115	0.0271	0.0808