Twin Support Vector Machine Method for Identification of Wiener Models

Table 4

TSVR: root mean square errors between true and estimated output in Example 2 for test data set using various filter poles and filter orders. The other hyperparameters were fixed as = , = = , and .

				RMSE	CPU time
0.1	1	100	1	0.4466	16.3546
			2	0.4125	15.5290
			3	0.3831	15.8178
			4	0.3465	19.4221
			5	0.2821	17.2951
			6	0.2439	18.0242
			7	0.1953	18.2451
			8	0.1462	17.7310
			9	0.1248	16.7690
			10	0.1272	19.6912
			11	0.1311	20.2375
			12	0.1313	19.3700
0.2			9	0.1275	19.6035
0.3				0.1280	20.6774
0.4				0.1287	22.1147
0.5				0.1283	22.0277
0.6				0.1303	16.1832
0.7				0.1303	21.4789
0.8				0.1334	16.3681
0.9				0.1473	18.8526