Brain Network Regional Synchrony Analysis in Deafness

Table 2

Comparison of classification performance in terms of accuracy, recall, precision, and on the dataset over 100 runs: mean values and variances (in parentheses).

	Methods	Accuracy	Recall	Precision
ROI partition method I	ROISmining (COR) + KNN
	ROISmining (XCOR) + KNN
	ROISmining (COH) + KNN
	ROISmining (PLV) + KNN
ROI partition method I	ROISmining (COR) + SVM
	ROISmining (XCOR) + SVM
	ROISmining (COH) + SVM
	ROISmining (PLV) + SVM
ROI partition method II	ROISmining (COR) + KNN
	ROISmining (XCOR) + KNN
	ROISmining (COH) + KNN
	ROISmining (PLV) + KNN
ROI partition method II	ROISmining (COR) + SVM
	ROISmining (XCOR) + SVM
	ROISmining (COH) + SVM
	ROISmining (PLV) + SVM
Compared methods	MainPhase + SVM
	DWT + PCA + SVM