Hypergraph Regularized Discriminative Nonnegative Matrix Factorization on Sample Classification and Co-Differentially Expressed Gene Selection

Table 5

NUM, TRS, and ARS of five methods (INTA 1).

Methods		HDNMF	NMF	DNMF	LNMF	GNMF	HNMF	GDNMF
PAAD	Num	331	327	324	328	327	322	326
	TRS	2385.79	2228.45	2351.36	2287.7	2339.88	2061.11	2350.54
	ARS	7.2078	6.8148	7.2350	6.9535	7.1556	6.4010	7.2102
ESCA	Num	252	257	248	253	254	243	248
	TRS	2318.07	2305.29	2194.42	2231.10	2224.08	2185.63	2194.08
	ARS	9.1987	8.9700	8.8485	8.8186	8.7562	8.9944	8.8471
CHOL	Num	134	132	134	130	132	137	131
	TRS	546.15	531.06	527.15	525.56	526.42	504.76	526.63
	SRS	4.0758	4.0232	3.9936	4.0428	3.9880	3.6844	4.0201