Table 1.

Percentage of correct identification of outliers, masking and swamping for simulation data with three predictors $(p=3)$.

		% Correct detection					% Masking					% Swamping
θ	n	RMD	Hat Matrix	DRGP	FP-ε-SVR	nu-SVR	RMD	Hat Matrix	DRGP	FP-ε-SVR	nu-SVR	RMD	Hat Matrix	DRGP	FP-ε-SVR	nu-SVR
%5	20	100	100	100	100	100	0	0	0	0	0	25	10	20	0.085	0
	40	100	100	100	100	100	0	0	0	0	0	17.5	10	17	0.375	0.022
	100	100	100	100	100	100	0	0	0	0	0	9.4	15	7.49	0.454	0
	160	100	100	100	100	100	0	0	0	0	0	20.31	6.25	7.5	0.462	0
%10	20	100	100	100	100	100	0	0	0	0	0	20	15	25	0	0
	40	100	100	100	100	100	0	0	0	0	0	7.25	7.5	7.5	0.075	0
	100	100	70	100	100	100	0	30	0	0	0	13.3	11	2.93	0.02	0
	160	100	62.5	100	100	100	0	37.5	0	0	0	6.44	10.62	1.25	0.025	0
%15	20	100	66.66	100	100	100	0	33.33	0	0	0	10	5	5	0	0.005
	40	100	50	100	100	100	0	50	0	0	0	17.72	7.5	2.5	0.002	0
	100	100	46.66	100	100	100	0	53.33	0	0	0	11.75	10	0	0.006	0
	160	100	50	100	100	100	0	50	0	0	0	6.88	8.75	1.25	0.007	0
%20	20	100	25	100	100	100	0	75	0	0	0	15	10	5	0	0
	40	100	37.5	100	100	100	0	62.5	0	0	0	16.33	10	0	0	0
	100	100	35	100	100	100	0	65	0	0	0	9.79	10	0	0	0
	160	100	37.5	100	100	100	0	62.5	0	0	0	3.47	8.75	0.625	0	0