TABLE 2.

Comparisons of SSC-LRR with other methods for cancer classification on the R-GCM and MBD datasets ^*

Datasets	Method	REC	FPR	MCC	Overall Acc (Q)	General corr (GC)
R-GCM	SVM	0.510 (1.79×10−7)	0.052 (1.25×10−4)	0.503 (5.55×10−7)	0.554 (3.37×10−5)	0618 (1.34×10−5)
	RPCA+SVM	0.521 (1.20×10−4)	0.051 (3.79×10−6)	0.512 (3.52×10−6)	0.562 (8.96×10−7)	0.624 (1.48×10−6)
	Label Propagation	0.324 (5.26×10−6)	0.056 (2.85×10−4)	0.308 (2.96×10−7)	0.409 (2.34×10−4)	0.445 (2.79×10−4)
	Semi-PNMF	0.658 (8.07×10−4)	0.029 (8.64×10−5)	0.633 (9.03×10−5)	0.707 (3.17×10−5)	0.710 (5.10×10−4)
	SSC-LRR	0.715	0.023	0.762	0.753	0.762
MBD	SVM	0.636 (1.56×10−5)	0.167 (3.70×10−3)	0.504 (1.34×10−3)	0.471 (1.34×10−4)	0.651 (7.67×10−4)
	RPCA+SVM	0.451 (1.16×10−8)	0.175 (6.92×10−6)	0.279 (5.85×10−8)	0.653 (6.35×10−8)	0.385 (2.28×10−8)
	Label Propagation	0.553 (9.99×10−5)	0.184 (8.94×10−4)	0.348 (3.77×10−5)	0.646 (7.85×10−3)	0.415 (1.09×10−4)
	Semi-PNMF	0.884 (4.62×10−2)	0.106 (3.96×10−2)	0.635 (9.78×10−3)	0.708 (3.49×10−2)	0.676 (1.58×10−3)
	SSC-LRR	0.959	0.033	0.888	0.897	0.920

^*Parameter M for splitting benchmark dataset is set to 6. Values in parentheses are p-values in student t-test relative to SSC-LRR.