Depression Disorder Classification of fMRI Data Using Sparse Low-Rank Functional Brain Network and Graph-Based Features

Table 2

Classification performance of sparse FBN.

Feature	NSF	Accuracy (%)	Sensitivity (%)	Specificity (%)
CC	10	81.67	80.65	82.76
LE	10	83.33	77.42	89.66
CPL	—	55.00	45.16	65.52
GE	—	53.33	48.39	58.62
D	54	83.33	80.65	86.21
BC	113	73.33	77.42	68.97
PC	6	73.33	61.29	86.21
AND	10	68.33	74.19	62.07
Eight features	70	85.00	83.87	86.21