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