TABLE 1.

Comparisons of different methods for cancer classification on the R-GCM and MBD datasets*

Datasets	Method	REC	FPR	MCC	Overall Acc (Q)	General Corr (GC)
R-GCM	K-means	0.647 (1.72×10−5)	0.031 (1.69×10−6)	0.639 (3.04×10−6)	0.691 (2.38×10−6)	0.713 (2.20×10−6)
	K-means with PCA	0.471 (4.11×10−6)	0.056 (1.11×10−6)	0.458 (1.39×10−6)	0.532 (2.42×10−7)	0.633 (1.40×10−5)
	K-means with LRR	0.706 (3.76×10−1)	0.026 (6.49×10−4)	0.678 (3.63×10−2)	0.734 (6.23×10−3)	0.749 (3.13×10−3)
	SSC-LRR	0.715	0.023	0.762	0.753	0.762
MBD	K-means	0.846 (8.42×10−3)	0.112 (2.32×10−3)	0.717 (3.74×10−4)	0.644 (2.58×10−3)	0.833 (7.16×10−3)
	K-means with PCA	0.675 (1.14×10−7)	0.171 (6.94×10−6)	0.532 (3.68×10−7)	0.459 (7.24×10−9)	0.698 (3.22×10−6)
	K-means with LRR	0.762 (6.62×10−4)	0.079 (1.32×10−4)	0.770 (5.05×10−5)	0.765 (8.93×10−5)	0.836 (4.69×10−5)
	SSC-LRR	0.959	0.033	0.888	0.897	0.920