Table 3.

Classification performance on genes related to depression

SVM Vote					SVM Weighted Vote
Method	Acc	Sen	Spe	AUC	Acc	Sen	Spe	AUC
Raw data	0.6822	0.5833	0.7056	0.6444	0.6822	0.5833	0.7056	0.6444
KM	0.6597	0.6333	0.6633	0.6483	0.6284	0.6667	0.6122	0.6394
HC	0.6681	0.6167	0.6756	0.6461	0.6394	0.6283	0.6386	0.6334
SC(λ=0.1)	0.7245	0.7833	0.7044	0.7439	0.7091	0.7833	0.6844	0.7339
SC(λ=0.15)	0.7573	0.7000	0.7689	0.7344	0.7559	0.7000	0.7678	0.7339
SC(λ=0.2)	0.7245	0.7500	0.7167	0.7333	0.7176	0.7000	0.7178	0.7089
SC(λ=0.3)	0.6912	0.7500	0.6733	0.7117	0.6906	0.7500	0.6722	0.7111