AUC0.05 | Data set 1: (Qin 2010) | Data set 2: (Yatsunenko 2012) | ||||
---|---|---|---|---|---|---|
Mean Abundance: | <500 | 500–5000 | >5000 | <10 | 10–50 | >50 |
edgeR | 0.15 | 0.89 | 1.00 | 0.58 | 0.90 | 0.99 |
DESeq2 | 0.31 | 0.91 | 1.00 | 0.54 | 0.89 | 0.98 |
OGLM | 0.28 | 0.93 | 1.00 | 0.51 | 0.83 | 0.96 |
MetagenomeSeq | 0.05 | 0.92 | 1.00 | 0.40 | 0.83 | 0.97 |
Metastats | 0.17 | 0.82 | 0.97 | 0.45 | 0.75 | 0.91 |
Voom | 0.12 | 0.84 | 1.00 | 0.49 | 0.80 | 0.94 |
Sqrt t-test | 0.21 | 0.88 | 1.00 | 0.48 | 0.80 | 0.95 |
Log t-test | 0.17 | 0.86 | 1.00 | 0.45 | 0.80 | 0.95 |
t-test | 0.23 | 0.86 | 0.99 | 0.43 | 0.77 | 0.94 |
Welch t-test | 0.20 | 0.81 | 0.98 | 0.39 | 0.72 | 0.91 |
WMW | 0.21 | 0.84 | 0.97 | 0.43 | 0.75 | 0.92 |
binomial | 0.15 | 0.56 | 0.60 | 0.31 | 0.68 | 0.82 |
GLM | 0.15 | 0.48 | 0.31 | 0.32 | 0.68 | 0.82 |
Fisher’s exact test | 0.15 | 0.48 | 0.31 | 0.31 | 0.68 | 0.82 |