Table 3. Comparisons with previously reported results.

References	Biomarkers (No.)	Model	Test Error	AUC
This study	Adducts of estrogen quinone (4)	MLP	0.0011	1
[4]	SNP (1)	NB	0.33	–
[4]	SNP (2)	DT	0.32	–
[4]	SNP (3)	SVM	0.31	–
[9]	Serum proteins, Age, Race (100)	DF	–	0.84
[10]	Serum proteins (3)	BMA	0.15	0.82
[6]	Gene expression	PLSR	0.205	0.88
[32]	SNP from GWAS	KNN	0.3975	–
[33]	Gene expression (42)	SVM	–	0.7879
[5]	SNP (200)	SVM	0.0395	0.94
[34]	Mammogram	RF	0.0838	0.938
		NC	0.0859	0.962
		KNN	0.0644	0.967

BMA, Bayesian modeling averaging; DF, Data fusion; DT, Decision tress

GWAS, Genome-wide association study; KNN, K-nearest neighbors

MLP, Multilayer perceptron; NB, Niäve Bayes; NC, Nearest centroid

PLSR, Partial least square regression; RF, Random forest; SNP, Single nucleotide polymorphism

SVM, Support vector machine.