Table 1. Time comparison of the proposed Scatter SVM to the OVR LIBSVM training strategy.

		Checker-Board			Circle
Error [%]	OVR SVM	35	49	50	22	24	22	21
Error [%]	Scatter SVM	24	40	41	14	17	18	17
Time (s)	OVR SVM	0.05	1.77	102.15	0.02	3.51	1,229.30	197,236.71
Time (s)	Scatter SVM	0.06	1.59	85.21	0.01	2.11	46.27	42,401.26
#Classes		10	100	1,000	10	100	1,000	10,000
N		200	2,000	20,000	100	1,000	10,000	100,000