Research Article
Anomaly Detection in EEG Signals: A Case Study on Similarity Measure
Table 8
The accuracy results of the seven feature extraction methods using our database.
| ā | ED | PCCD | SKLD | HD | KD | BD |
| DFT | 0.8167 | 0.7500 | 0.8500 | 0.9167 | 0.8667 | 0.9000 | Mean | 0.5333 | 0.6333 | 0.6833 | 0.7833 | 0.7333 | 0.7500 | RMS | 0.6833 | 0.8833 | 0.7667 | 0.9000 | 0.8333 | 0.8833 | EMD | 0.7333 | 0.9500 | 0.8667 | 0.9000 | 0.8167 | 0.9167 | DWT | 0.7167 | 0.9833 | 0.7667 | 0.8833 | 0.8167 | 0.8500 | ASR | 0.8333 | 0.8833 | 0.8500 | 0.9000 | 0.8667 | 0.9167 |
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