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

Table 7

Summary of experiment data of Zoo database.

Number	Control factor		Observation					Average	SN
	1	1	1	0.9513	0.9673	0.9435	0.9567			0.9546	0.9547	−0.4037
2	1	2	0.9600	0.9616	0.9588	0.9611	0.9608	0.9605	−0.3504
3	1	3	0.7809	0.7833	0.7820	0.7679	0.7811	0.7790	−2.1694
4	2	1	0.7118	0.6766	0.7368	0.7256	0.7109	0.7123	−2.9571
5	2	2	0.9600	0.9612	0.9604	0.9519	0.9440	0.9555	−0.3960
6	2	3	0.8900	0.8947	0.9214	0.9050	0.9190	0.9060	−0.8598
7	3	1	0.7118	0.7398	0.7421	0.7495	0.7203	0.7327	−2.7064
8	3	2	0.9610	0.9735	0.9709	0.9752	0.9661	0.9693	−0.2709
9	3	3	0.9600	0.9723	0.9707	0.9509	0.9763	0.9660	−0.3013

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