Table 3.

Average classification accuracy of three brain function networks in SVM and XGBoost

Accuracy (%)	SVM			XGBoost
	ALV	CO	PLV	ALV	CO	PLV
Theta	69.51	67.76	69.31	78.88	73.35	76.13
Alpha	72.91	64.91	66.31	82.84	76.18	79.05
Beta	66.93	59.51	63.89	76.49	71.09	73.81

Bold text represents significant results