. Author manuscript; available in PMC: 2017 Feb 1.

Published in final edited form as: J Immunol Methods. 2015 Dec 8;429:1–6. doi: 10.1016/j.jim.2015.12.003

Table 2.

Selected antigens and univariate performance (p value) by each classification method.

Antigen Sets
SVM	Logistic Regression	QDA	LDA	FDR corrected p value
ssDNA (IgG)	ssDNA (IgG)	ssDNA (IgG)	ssDNA (IgG)	3.1E-45
U1snRNP (IgG)	U1snRNP (IgG)	U1snRNP (IgG)	U1snRNP (IgG)	9.5E-35
Histone3S (IgM)^a	Histone3S (IgM)^a	H2a (IgM)^b	Histone3S (IgM)^a	^a1.6E-22; ^b2E-18
Sm (IgG)		Sm (IgG)	Sm (IgG)	3.5E-24
Ro52 (IgG)	Ro52 (IgG)	Ro52 (IgG)		2.3E-20
	Apo SAA (IgG)	Apo SAA (IgG)		2.2E-03
DNAse1 (IgG)^c	Collagen III (IgG)^d		Proprietary Oligonucleotide (IgM)^e	^c2.6E-3; ^d0.16; ^e1.7E-12
			U1snRNP (IgM)	7.8E-09