Research Article
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 |
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