Best serum biomarker combination for ovarian cancer classification

Table 3 Accuracy of three classification method for each marker combination

Algorithm	Combinations	LDA	KNN	LR
GA	ApoCIII, TTR	0.88	0.88	0.87
	IL-6, CEA, OPN	0.67	0.79	0.81
	MIF, APoAI, OPN, IL-6	0.74	0.86	0.83
RF	CA125, HE4-ELISA	0.69	0.83	0.78
	Prolactin, TTR, HE4-ELISA	0.91	0.93	0.95
	TTR, Prolactin, CA125, HE4-ELISA	0.92	0.91	0.94
T-Test	TTR, ApoCIII	0.88	0.88	0.87
	TTR, ApoCIII, Prolactin	0.93	0.93	0.95
	TTR, ApoCIII, Prolactin, OPN	0.93	0.93	0.95
LR	Prolactin, TTR	0.91	0.92	0.93
	ApoCIII, HE4-ELISA, Prolactin	0.93	0.94	0.93
	HE4-ELISA, PDGF-AA, Prolactin, TTR	0.92	0.94	0.95

ISSN: 1475-925X