Table 9.

Performance Comparison for the Selected Categorical Attributes in Cannabinoid Receptor Subtypes CB1 and CB2 Selectivity Data Using Two-degree Polynomial Model and Gaussian Models.

	Entropy list order				Training CV Accuracy(%)				Test Accuracy(%)
	Poly	Gausssian			Poly	Gausssian			Poly	Gausssian
		γ = 0.01	γ = 1	γ = 10		γ = 0.01	γ = 1	γ = 10		γ = 0.01	γ = 1	γ = 10
Baseline	–	–	–	–	76.04	67.15	57.28	57.67	74.89	65.12	54.84	53.33
O-058	2	1	2	2	79.92	70.12	60.34	79.12	65.96	56.34	56.02	53.21
nDB	3	3	4	4	80.05	71.34	61.22	80.36	76.32	67.78	57.67	55.32
F06[C-Cl]	7	8	7	8	79.73	69.96	58.27	79.12	75.12	63.29	54.79	53.29
Cconj	6	7	8	7	78.75	67.54	57.65	77.64	76.07	65.96	55.36	54.34
C-026	9	10	9	11	77.96	68.32	57.34	58.12	75.48	65.32	54.96	53.69