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. 2018 Sep 10;19:317. doi: 10.1186/s12859-018-2318-8

Table 8.

AUC mean values for Simulation study 2, with nX=nY=30 and 100 runs

nX=nY=30
1 block 2 blocks
Nb. DE genes 5 20 100 5 20 50
ORdensity 0.995 0.995 0.980 0.993 0.998 0.985
(0.000) (0.000) (0.000) (0.000) (0.000) (0.000)
limma 0.701 0.854 0.903 0.796 0.789 0.917
(0.0004) (0.001) (0.001) (0.000) (0.001) (0.045)
SAM 0.701 0.854 0.902 0.796 0.789 0.918
(0.001) (0.001) (0.00002) (0.000) (0.0003) (0.045)
3 block
Nb. DE genes 5 20 50
ORdensity 0.983 0.997 0.990
(0.002) (0.000) (0.000)
limma 0.982 0.997 0.990
(0.001) (0.003) (0.069)
SAM 0.825 0.994 0.876
(0.000) (0.003) (0.070)