Table 2 Classification accuracies of K-NN and SVM based on HVGE and SE features with four group channels
From: Analysis of alcoholic EEG signals based on horizontal visibility graph entropy
Electrodes | HVGE | SaE | ||
|---|---|---|---|---|
K-NN (%) | SVM (%) | K-NN (%) | SVM (%) | |
CP6 | 77.2 | 79.1 | 62.7 | 67.8 |
\(C\)1, \(C\)3, FC5 | 86.5 | 85.5 | 69.5 | 69.5 |
13 channels | 94.5 | 96.2 | 82.7 | 82.0 |
63 channels | 97.2 | 96.5 | 92.8 | 85.5 |