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

Table 4

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

Method/Feature	P300 (%)	LPP (%)	P300 (%)	LPP (%)	P300 (%)	LPP(%)	P300 (%)	LPP (%)
k-NN	77	76	76	77	77	77	77	77
LR	77	77	77	77	77	77	77	77
DT	64	62	63	64	63	64	64	65
LDA	77	77	77	77	77	77	77	77
NB	65	67	66	67	69	71	74	74
SVM	77	77	77	77	78	78	77	78
MLP	69	74	73	74	62	73	70	73