. Author manuscript; available in PMC: 2015 Apr 1.

Published in final edited form as: IEEE Trans Neural Netw Learn Syst. 2015 Mar;26(3):444–457. doi: 10.1109/TNNLS.2014.2315526

Table VI. Total Training and Testing Time (s) of CB-LapRLS, CB-LapSVMp, and PVM.

DATA	CB-LapRLS	CB-LapSVMp	PVM (sqr)	PVM (hinge)
G241C	10.15	0.47	3.30	3.19
G241D	12.11	0.65	3.31	3.16
DIGIT1	12.54	0.72	3.31	3.15
USPS	13.76	0.35	3.28	3.14
COIL₂	11.48	0.57	3.26	3.47
COIL	115.22	0.54	3.35	3.51
BCI	1.15	0.22	0.71	1.09
TEXT	62.15	28.35	30.24	34.24
SPLICE	6.51	3.42	4.87	4.24
SEGMENT	12.17	5.31	6.13	8.81
DNA	15.16	7.41	8.92	7.57
SVMGD1A	23.94	5.58	8.06	5.38
USPS-FULL	57.14	19.85	22.48	28.21
SATIMAGE	39.58	11.29	11.56	14.32