Twin Support Vector Machine Method for Identification of Wiener Models

Table 2

TSVR: root mean square errors between true and estimated output in Example 1 for test data set using various values of hyperparameters , and . The filter pole and filter order were fixed as , , respectively.

			RMSE	CPU time
0.08	10	1	0.0540	17.9305
	100		0.0540	18.2326
	200		0.0543	18.6875
	1000		0.0539	17.9402
	2000		0.0564	18.5952
0.08	100	0.1	0.1019	18.3051
		0.2	0.0676	18.8480
0.04	100	1	0.0540	18.3080