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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