DE (%) | Up (%) | edgeR | DESeq2 | voom | ELMSeq | rSeqRobust |
---|---|---|---|---|---|---|
1 | 50 | 0.9585 | 0.9635 | 0.9636 | 0.9636 | 0.9622 |
(0.0105) | (0.0105) | (0.0101) | (0.0106) | (0.0112) | ||
1 | 75 | 0.9644 | 0.9696 | 0.967 | 0.9711 | 0.9734 |
(0.0114) | (0.0098) | (0.0105) | (0.0095) | (0.0088) | ||
1 | 100 | 0.9785 | 0.9711 | 0.977 | 0.9765 | 0.9754 |
(0.0051) | (0.0083) | (0.0061) | (0.005) | (0.0056) | ||
10 | 50 | 0.9576 | 0.9604 | 0.9613 | 0.9647 | 0.9658 |
(0.005) | (0.0035) | (0.0039) | (0.0042) | (0.0036) | ||
10 | 75 | 0.9551 | 0.957 | 0.9559 | 0.9613 | 0.9664 |
(0.0054) | (0.0075) | (0.0061) | (0.0075) | (0.0047) | ||
10 | 100 | 0.9469 | 0.9496 | 0.9474 | 0.9611 | 0.9635 |
(0.0105) | (0.008) | (0.0103) | (0.0059) | (0.0056) | ||
30 | 50 | 0.9509 | 0.9528 | 0.949 | 0.9604 | 0.9582 |
(0.0083) | (0.0045) | (0.0101) | (0.0035) | (0.0043) | ||
30 | 75 | 0.9413 | 0.9428 | 0.9406 | 0.9664 | 0.9673 |
(0.0093) | (0.0056) | (0.0069) | (0.0026) | (0.0024) | ||
30 | 100 | 0.8689 | 0.8629 | 0.879 | 0.9128 | 0.9429 |
(0.015) | (0.0106) | (0.0168) | (0.0113) | (0.0061) | ||
50 | 50 | 0.9599 | 0.9618 | 0.9543 | 0.9629 | 0.962 |
(0.0081) | (0.006) | (0.0086) | (0.0054) | (0.006) | ||
50 | 75 | 0.8834 | 0.8902 | 0.892 | 0.9279 | 0.9482 |
(0.0123) | (0.0131) | (0.01) | (0.0132) | (0.0078) | ||
50 | 100 | 0.7465 | 0.7003 | 0.7425 | 0.8802 | 0.9595 |
(0.0302) | (0.0174) | (0.0318) | (0.012) | (0.0058) | ||
70 | 50 | 0.9565 | 0.9629 | 0.956 | 0.9637 | 0.9636 |
(0.0049) | (0.0036) | (0.0054) | (0.0025) | (0.0026) | ||
70 | 75 | 0.8164 | 0.7922 | 0.8264 | 0.8847 | 0.956 |
(0.0187) | (0.0066) | (0.0248) | (0.0107) | (0.0033) | ||
70 | 100 | 0.4964 | 0.488 | 0.5462 | 0.4482 | 0.9522 |
(0.0323) | (0.0227) | (0.0315) | (0.0224) | (0.0046) | ||
90 | 50 | 0.9503 | 0.9604 | 0.9463 | 0.9584 | 0.9478 |
(0.0064) | (0.0037) | (0.0077) | (0.0037) | (0.0062) | ||
90 | 75 | 0.6657 | 0.6272 | 0.6879 | 0.5992 | 0.6912 |
(0.0205) | (0.0124) | (0.0226) | (0.0131) | (0.0946) | ||
90 | 100 | 0.2455 | 0.4752 | 0.2905 | 0.2826 | 0.5379 |
(0.0317) | (0.0225) | (0.0316) | (0.0214) | (0.1178) |