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

Table 8

Multiple kernel classification case: classification accuracy (%). Boldface means no statistical difference from the best one ( val ).

Data	DBMK-ELM	SimpleMKL [16]	-MK-ELM [23]	R-MK-ELM [23]	ELM [8]	UW
Plant	91.82 ± 1.43	67.38 ± 3.43	58.85 ± 2.96	85.32 ± 2.56	78.51 ± 2.23	74.79 ± 2.55
	(1.00)	(0.00)	(0.00)	(0.00)	(0.00)	(0.00)
PsortPos	87.92 ± 2.03	80.22 ± 2.91	70.31 ± 3.35	84.14 ± 2.12	80.83 ± 2.45	81.03 ± 2.69
	(1.00)	(0.00)	(0.00)	(0.00)	(0.00)	(0.00)
PsortNeg	91.52 ± 0.86	84.80 ± 1.74	73.78 ± 1.82	89.75 ± 1.23	85.87 ± 1.81	87.31 ± 1.42
	(1.00)	(0.00)	(0.00)	(0.00)	(0.00)	(0.00)
AVG	90.42	77.47	67.64	86.40	81.74	81.04