Machine-Learning Classifier for Patients with Major Depressive Disorder: Multifeature Approach Based on a High-Order Minimum Spanning Tree Functional Brain Network

Table 7

Classification results of different frequencies.

Frequency		Accuracy	Sensitivity	Specificity	AUC
HC	MDD
0.29	0.21	97.54%	100.00%	96.67%	99.06%
0.14	0.11	85.90%	92.17%	70.00%	87.98%
0.07	0.06	80.29%	91.50%	62.47%	84.49%

HC, healthy control group; MDD, major depressive disorder group; AUC, area under receiver operating characteristic (ROC) curve.