Research Article
A Deep Learning-Based Classification Method for Different Frequency EEG Data
Table 3
Classification accuracy of various classifiers on 1-0 using the artificial design feature method.
| -fold | k-NN | LDA | SVM | DT | MLP | GNB | AVG |
| 3 | 0.9066 | 0.8703 | 0.9265 | 0.8264 | 0.7894 | 0.6966 | 0.836 | 5 | 0.92 | 0.9067 | 0.9533 | 0.83 | 0.8133 | 0.7367 | 0.86 | 10 | 0.9333 | 0.91 | 0.9633 | 0.8333 | 0.8567 | 0.7467 | 0.8739 |
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