SVM-RFE Based Feature Selection and Taguchi Parameters Optimization for Multiclass SVM Classifier

Table 6

Summary of experiment data of Dermatology database.

Number	Control factor		Observation					Average	SN
	1	1	1	0.9631	0.9701	0.9697	0.9627			0.9614	0.9654	−0.3060
2	1	2	0.9686	0.9749	0.9653	0.9621	0.9732	0.9688	−0.2755
3	1	3	0.9795	0.9847	0.9848	0.9838	0.9735	0.9813	−0.1647
4	2	1	0.9630	0.9615	0.9581	0.9599	0.9668	0.9619	−0.3379
5	2	2	0.9687	0.9721	0.9704	0.9707	0.9626	0.9689	−0.2746
6	2	3	0.9685	0.9748	0.9744	0.9712	0.9707	0.9719	−0.2475
7	3	1	0.9671	0.9689	0.9648	0.9668	0.9645	0.9664	−0.2967
8	3	2	0.9741	0.9704	0.9797	0.9799	0.9767	0.9762	−0.2098
9	3	3	0.9625	0.9633	0.9642	0.9678	0.9619	0.9639	−0.3191

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