Research Article
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 |
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