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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
  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