Identification of Anisomerous Motor Imagery EEG Signals Based on Complex Algorithms

Table 3

Classification results from different classifiers.

Classifier	LDA	Random forest	Naive Bayes	KNN	SVM	KNN-SVM
Subject A	77.5	80	72.5	80	82.5	85
Subject B	80	85	65	82.5	82.5	92.5
Subject C	72.5	60	55	67.5	65	80
Subject D	87.5	85	85	92.5	87.5	92.5
Subject E	75	72.5	70	72.5	70	85
Average AC (%)	78.5	76.5	69.5	79	77.5	87
Standard deviation	5.7554	10.5475	10.9545	9.6177	9.5197	5.4199