Table 6.

Observed and predicted Experimental Potential %values for tetra- variable model using SVM and MLR dataset 3 
(32 Compounds).

				Experimental Potential %	Predicted Potential %	Predicted Potential %
					Linear (MLR)	Non-linear (SVM)
Series I. Magnolol Analogues
	R1	R2	R3
1	H	pentyl	H	5	4.4	0.9
2	H	hexyl	H	7	6.1	5.1
3	methyl	butyl	H	5	4.8	3.5
4	methyl	pentyl	H	3	3.5	2.6
5	methyl	hexyl	H	7	6.4	7.0
6	ethyl	propyl	H	5	4.4	5.0
7	ethyl	butyl	H	3	4.6	3.0
8	ethyl	pentyl	H	3	3.1	3.0
9	propyl	pentyl	H	5	5.3	3.9
10	propyl	hexyl	H	5	2.7	4.8
11	propyl	heptyl	H	1	1.1	3.2
12	propyl	octyl	H	1	-0.3	1.0
13	butyl	pentyl	H	5	6.2	3.9
14	butyl	hexyl	H	3	2.5	3.0
15	ethyl	pentyl	CH3	7	7.5	6.6
16	ethyl	hexyl	CH3	5	5.0	5.0
17	propyl	pentyl	CH3	1	3.3	3.0
18	propyl	hexyl	CH3	1	0.5	1.0
19	pentyl	ethyl	CH3	3	2.6	3.6
20	pentyl	propyl	CH3	3	3.5	3.0
21	hexyl	propyl	CH3	1	-0.1	0.8
Series II. 4’-O-methyl Honokiol Analogues
1	methyl	methyl	-	1	1.1	1.0
2	ethyl	methyl	-	3	2.8	3.0
3	propyl	methyl	-	10	9.2	10.0
4	butyl	methyl	-	10	8.9	10.0
5	pentyl	methyl	-	7	8.2	7.0
6	hexyl	methyl	-	10	8.5	9.6
7	heptyl	methyl	-	7	6.4	7.1
8	octyl	methyl	-	1	3.1	3.2
9	hexyl	ethyl	-	3	4.5	3.3
10	hexyl	propyl	-	1	2.6	1.0
11	hexyl	isopropyl	-	1	0.5	1.0