EEG-Based Epilepsy Recognition via Multiple Kernel Learning

Table 3

Experimental results of epileptic EEG.

Algorithm	Precision
	DS.1	DS.2	DS.3	DS.4
simpleMKL	0.9273	0.7920	0.8133	0.8013
easyMKL	0.9520	0.8333	0.5333	0.7767
GMKL	0.9260	0.7867	0.7507	0.7973
LMKL	0.9600	0.8120	0.8200	0.8133
NLMKL	0.9507	0.9493	0.8293	0.8480
RBMKL	0.9413	0.8440	0.7787	0.8067
GLMKL	0.9413	0.8333	0.7627	0.8227
CABMKL	0.9373	0.8453	0.7560	0.8027
NB	0.9520	0.8947	0.8067	0.7087
DT	0.9747	0.8467	0.7533	0.8120
SR-MKL-SVM	0.9503	0.9353	0.9153	0.9120