An ECoG-Based Binary Classification of BCI Using Optimized Extreme Learning Machine

Table 7

Classification results comparing the proposed method with other methods.

Contributor	Research lab	Feature extraction	Classifier	Accuracy (%)
Liu Yang et al.	National University of Defense Technology	CSP	LDA	86
Zhou Zongtan et al.	National University of Defense Technology	CSP	LDA	84
Bin An et al.	University of Science and Technology of China	CSP	SVM	48
Proposed method	Xi’an Jiaotong University	CSP	OELM	92.31