Table 5.

Results of the proposed UFA-Net with different values of λ in the task of MDD vs. HC classification. Best results are shown in bold.

λ	ACC (%)	AUC(%)	SEN (%)	SPE (%)	PRE (%)
0.01	52.84±2.61	56.19±3.46	61.08±5.16	44.59±4.44	52.41±2.26
0.05	53.24±3.27	56.61±3.58	60.54±4.86	45.95±6.45	52.90±2.86
0.1	55.00±3.35	57.48±3.40	62.43±4.71	47.57±6.75	54.46±3.01
0.5	59.32±3.51	60.03±4.09	68.11 ±4.15	50.54±10.31	58.41±4.31
1	59.73±1.63	62.50±2.50	69.46±6.43	50.00±9.63	58.49±2.58
5	52.30±1.58	55.08±3.18	39.19± 15.78	65.41 ± 14.11	53.18±2.43
10	51.62±3.74	53.97±2.38	17.57±12.59	85.68±12.04	55.81±13.35