Research Article

A Novel Brain Network Construction Method for Exploring Age-Related Functional Reorganization

Table 2

SVM accuracy in the first feature set.

Density8%9%10%11%12%13%14%15%16%

 900.7140.6790.7140.7140.6430.7500.7860.8210.786
 950.7500.6430.6790.6790.7140.6790.7860.7860.786
 1000.7140.6790.7140.7500.7500.7140.6790.7860.750
Classic0.5360.5710.7140.5710.6430.6070.6430.6070.714

Accuracy was significantly higher in the SNV method than in the classic method (permutation test, in all of the three window widths).