Twin Support Vector Machine Method for Identification of Wiener Models

Table 1

TSVR: root mean square errors between true and estimated output in Example 1 for test data set using various filter poles and filter orders. The other hyperparameters were fixed as = , = = , and .

		RMSE	CPU time
0.1	1	0.1142	19.8875
	2	0.0807	19.7093
	3	0.0657	18.1007
	4	0.0638	22.0200
	5	0.0625	23.6666
	6	0.0574	18.2303
	7	0.0540	18.6477
	8	0.0542	22.4743
	9	0.0560	21.5188
	10	0.0588	25.2510
0.2		0.0548	18.6072
0.3		0.0569	24.6136
0.4	7	0.0615	19.4013
0.5		0.0833	20.5413
0.6		0.1011	18.9904