Automatic Detection of Epilepsy and Seizure Using Multiclass Sparse Extreme Learning Machine Classification

Table 10

Comparison with previous works using subsets (A, B), (C, D), and E.

Authors (year)	Methods	Number of features	Accuracy (%)
Alam and Bhuiyan [32] (2013)	EMD, higher order moments, and ANN	3	80
Tzallas et al. [33] (2007)	Fraction energy and ANN	40	97.72
This work	LDWT, maximum, standard deviation, and SELM	8	97.6