Table 6 Genes ranked by the importance based on accuracy reduction, for Microarray and RNA-Seq, using the adjusted test set with the common set of genes
From: Inter-platform concordance of gene expression data for the prediction of chemical mode of action
Rank | Microarray | RNA-Seq | ||
|---|---|---|---|---|
| Â | Gene name | Resulted accuracy | Gene name | Resulted accuracy |
1 | Cyp1a1 | 0.561 | Fam111a | 0.540 |
2 | RT1-Bb | 0.575 | Evc | 0.610 |
3 | Fam111a | 0.585 | Cyp1a1 | 0.621 |
4 | Ugt2b | 0.599 | Cyp1a2 | 0.625 |
5 | Aldh1a7 | 0.628 | Akr1b8 | 0.625 |
6 | Akr1b8 | 0.632 | Hbb | 0.625 |
7 | Gpnmb | 0.647 | Ugt2b | 0.625 |
8 | Obp3 | 0.647 | Dhrs7 | 0.626 |
9 | Hbb | 0.649 | Mme | 0.628 |
10 | Vnn1 | 0.658 | Nr1d1 | 0.628 |
11 | Tsku | 0.660 | Cish | 0.631 |
12 | Aldh1a1 | 0.668 | Abcc3 | 0.631 |
13 | RGD1309362 | 0.668 | Adora1 | 0.632 |
14 | Socs2 | 0.669 | Fos | 0.636 |
15 | LOC685020 | 0.671 | Abcd2 | 0.640 |
16 | Aldh1b1 | 0.672 | Irs3 | 0.642 |
17 | RGD1564865 | 0.674 | Asrgl1 | 0.644 |
18 | Cyp1a2 | 0.675 | Pilra | 0.646 |
19 | Psat1 | 0.676 | Ddhd1 | 0.646 |
20 | Gadd45g | 0.678 | Ugt2b17 | 0.647 |