Teager Energy Based Filter-Bank Cepstra in EEG Classification for Seizure Detection Using Radial Basis Function Neural Network

Table 1

Percentage average accuracy of RBFNN analysis using linear, logarithmic, and Mel scale TE-FB-CEP methods (𝑊=868, 𝑁=9, and 𝑠=2) for baseline vectors in discriminating eight classification problems (CPs).

CP	Linear scale TE-FB-CEP	Logarithmic scale TE-FB-CEP	Mel scale TE-FB-CEP
1	81.65	82.37	81.60
2	89.05	90.36	88.98
3	92.38	93.07	91.61
4	82.08	82.89	81.72
5	81.84	82.78	81.53
6	81.38	81.50	79.50
7	85.31	86.04	85.30
8	84.07	84.09	83.42