Research Article
A Deep Learning-Based Classification Method for Different Frequency EEG Data
Table 4
Classification accuracy of various classifiers on raw data 2 using the artificial design feature method.
| -fold | -NN | LDA | SVM | DT | MLP | GNB | AVG |
| 3 | 0.975 | 0.9776 | 0.98 | 0.95 | 0.9726 | 0.9377 | 0.9655 | 5 | 0. 9725 | 0.9775 | 0. 9775 | 0. 9475 | 0. 98 | 0.96 | 0.9692 | 10 | 0.975 | 0.9775 | 0.975 | 0.955 | 0.98 | 0.955 | 0.9696 |
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