Distance Based Multiple Kernel ELM: A Fast Multiple Kernel Learning Approach

Table 9

Multiple kernel classification case: classification training time (s).

Data	DBMK-ELM	SimpleMKL [16]	-MK-ELM [23]	R-MK-ELM [23]	ELM [8]	UW
Plant	0.6545 ± 0.0272	9.1479 ± 0.6296	4.5658 ± 0.5378	7.8680 ± 0.6125	0.0064 ± 0.0006	0.0065 ± 0.0006
PsortPos	0.2062 ± 0.0124	2.3172 ± 0.2031	0.8097 ± 0.0893	2.4892 ± 0.3435	0.0019 ± 0.0005	0.0017 ± 0.0003
PsortNeg	1.5343 ± 0.1060	25.5086 ± 1.1290	11.9782 ± 0.7766	24.7445 ± 1.0424	0.0187 ± 0.0009	0.0187 ± 0.0011
AVG