Identification of Food/Nonfood Visual Stimuli from Event-Related Brain Potentials

Table 3

Accuracy of classifiers for P300 and LPP power (%).

Method/Feature	P300 (%)	LPP (%)	P300 (%)	LPP (%)	P300 (%)	LPP(%)	P300 (%)	LPP (%)
k-NN	77	76	76	77	77	76	75	77
LR	77	76	76	77	78	76	76	78
DT	62	62	63	63	66	64	63	68
LDA	77	76	76	77	78	76	76	78
NB	74	73	76	76	78	76	76	78
SVM	77	76	76	77	78	76	76	78
MLP	77	75	76	77	78	76	76	77