Research Article
EEG-Based Computer Aided Diagnosis of Autism Spectrum Disorder Using Wavelet, Entropy, and ANN
Table 5
The effect of combination of wavelet coefficient on the classification performance.
| Combination of wavelet coefficients (freq. band) | Accuracy (%) |
| D2 (64–128 Hz) | 94.8 | D3 (32–64 Hz) | 94.8 | D4 (16–32 Hz) | 94.6 | A4 (0–16 Hz) | 88 | Original EEG + D1 + D2 + D3 + D4 + A4 | 98.6 | D1 + D2 + D3 + D4 + A4 | 98.4 | D2 + D3 + D4 + A4 | 97.3 | D1 + D2 + D3 + D4 | 98.9 | D1 + D2 + D3 | 97.8 | D2 + D3 + D4 | 96.7 | D2 + D3 | 95.8 | D1 + D2 | 92.7 |
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