Table 8.

Performance Comparison for the Selected Categorical Attributes in Cannabinoid Receptor Subtypes CB1 and CB2 Activity 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	–	–	–	–	86.51	75.34	65.21	66.76	85.58	74.35	65.79	65.61
F01[N-O]	1	2	1	1	85.15	76.12	66.16	66.44	85.44	76.14	65.65	66.15
N-076	4	5	4	4	87.50	77.05	66.98	67.33	86.12	76.89	66.34	66.79
nArNO2	6	7	5	5	86.82	75.14	66.78	66.58	85.27	84.35	76.34	64.96
nCconj	16	14	10	12	86.61	77.12	67.03	66.79	83.31	76.72	63.77	65.74
C-034	17	16	11	17	85.98	76.38	66.44	65.89	85.69	75.28	64.59	65.88
B01[N-O]	20	19	19	18	87.21	76.38	66.38	66.66	86.72	76.37	66.29	65.62
N-073	21	20	21	21	84.96	74.79	65.02	65.26	84.15	75.34	64.45	63.71
nN(CO)2	23	24	27	25	86.77	73.72	66.05	64.37	85.78	73.22	63.76	62.96