How to Group Genes according to Expression Profiles?

Table 3

Estimated mean, standard error, and lower (LB) and upper boundaries (UB) of a 95% confidence interval for the bias for each combination of method (𝑀) and number of treatments (𝑇). Means of bias are sorted descending within each level of 𝑇. True number of clusters: 𝑘=10. Clustering algorithm: average linkage.

𝑀	𝑇	Mean bias	Standard error	LB (95%)	UB (95%)
HOPACHm	3	33.00	2.56	32.80	33.20
HOPACHc	3	15.43	2.56	15.23	15.63
MClust	3	−4.68	0.21	−6.78	−2.58
gDGC	3	−4.77	0.21	−6.87	−2.67
Gap	3	−5.00	0.21	−5.20	−4.80
H	3	−5.09	0.21	−5.29	−4.89
CH	3	−6.14	0.21	−6.34	−5.94
Silh	3	−6.84	0.21	−7.04	−6.64
CCC	3	−7.23	0.21	−7.43	−7.03
CCCm	3	−7.25	0.21	−7.45	−7.05
HOPACHm	5	36.82	2.56	34.72	38.92
HOPACHc	5	35.82	2.56	33.72	37.92
gDGC	5	−1.41	0.21	−1.61	−1.21
MClust	5	−2.02	0.21	−2.22	−1.82
Gap	5	−2.84	0.21	−3.04	−2.64
CH	5	−3.11	0.21	−3.31	−2.91
H	5	−3.34	0.21	−3.54	−3.14
Silh	5	−4.07	0.21	−4.27	−3.87
CCCm	5	−6.39	0.21	−6.59	−6.19
CCC	5	−6.39	0.21	−6.59	−6.19