GEO data set | N s | AUC for MAS5 pre-processed data | AUC for RMA pre-processed data | ||||
---|---|---|---|---|---|---|---|
t-test | ShrinkTa | DFC | t-test | ShrinkTa | DFC | ||
GSE8441 | 22 | 0.92912 | 0.94404 | 0.96996 | 0.91206 | 0.92842 | 0.96812 |
GSE9499 | 22 | 0.96425 | 0.98255 | 0.98529 | 0.94735 | 0.97241 | 0.9718 |
GSE2639 | 14 | 0.99782 | 0.99838 | 0.9987 | 0.99851 | 0.99784 | 0.99896 |
GSE2638 | 7 | 0.79197 | 0.83621 | 0.86199 | 0.75527 | 0.82421 | 0.83175 |
GSE3860 | 18 | 0.98986 | 0.99581 | 0.99742 | 0.98647 | 0.99246 | 0.99568 |
GSE6344 | 20 | 0.97165 | 0.98078 | 0.98854 | 0.97586 | 0.98216 | 0.9889 |
GSE7765 | 6 | 0.96323 | 0.97846 | 0.98564 | 0.96267 | 0.98146 | 0.98939 |
GSE6740_1 | 20 | 0.99491 | 0.99676 | 0.99701 | 0.9972 | 0.99803 | 0.99803 |
GSE6740_2 | 20 | 0.99115 | 0.99313 | 0.99283 | 0.97599 | 0.98248 | 0.98487 |
GSE6011 | 37 | 0.86072 | 0.8674 | 0.90942 | 0.97544 | 0.98126 | 0.97892 |
GSE2531 | 7 | 0.91614 | 0.94288 | 0.9379 | 0.93889 | 0.94368 | 0.94107 |
Averageb | 0.9718 | 0.9812 | 0.9857 | 0.9745 | 0.9815 | 0.9861 |