Table 2.

Percentage of correct identification of outliers, masking and swamping for simulation data with 200 predictors $(p=200)$.

		% Correct detection		%Masking		%Swamping		Time by seconds
θ	n	FP-ε-SVR	nu-SVR	FP-ε-SVR	nu-SVR	FP-ε-SVR	nu-SVR	FP-ε-SVR	nu-SVR
5%	20	0.50	100	99.5	0	0	1.94	167.4	119.4
	40	12.10	100	87.9	0	0	1.33	671.4	173.4
	100	70.12	100	29.88	0	0	0.45	2073.6	175.2
	160	80.26	100	19.73	0	0	0.23	3148.8	271.8
10%	20	0.6	100	99.4	0	0	1.06	138	126
	40	41.07	100	58.92	0	0	0.69	682.2	168.6
	100	79.66	100	20.34	0	0	0.22	1533	209.4
	160	87.30	100	12.69	0	0	0.09	5904	243.6
15%	20	3.26	100	96.73	0	0	0.43	120	117
	40	52.75	100	41.25	0	0	0.20	538.2	130.2
	100	80.95	100	19.04	0	0	0.04	1459.8	177.6
	160	88.01	100	11.99	0	0	0.01	5508	249
20%	20	12.45	100	87.55	0	0	0.11	165.6	135.6
	40	58.75	100	41.25	0	0	0.05	798	169.2
	100	83.38	100	16.62	0	0	0.004	1671	211.2
	160	89.12	100	10.87	0	0	0.002	3006	254.4