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Table 1 Overiew of the used real data sets

From: aFold – using polynomial uncertainty modelling for differential gene expression estimation from RNA sequencing data

Set name

Average library size

#Present Genes

Sample size

#DEs1

Used for

ABRF

54,822,037

42,613

18

29,013

DE & Type I error

SEQC

66,503,428

44,931

10

17,038

DE

MAQC-II

1,421,992

11,907

14

8387

DE

Modencodefly

13,709,954

13,244

147

Type I error

HapMap-CEU

5,187,226

12,410

41

8

DE

Bottomly

4,904,164

13,932

21

1112

DE

PrimePCR

20,801

16,603

True DE

  1. (−) indicates that the statistics are not applied. (1) the number of DEs represents average DEs reported by aFold, DESeq2 and Voom