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Table 5 The number of genes present in each dataset before and after feature reduction with RGIFE

From: A machine learning heuristic to identify biologically relevant and minimal biomarker panels from omics data

Dataset

Whole dataset No. of genes identifiers

Reduced datasets No. of genes identifiers

GSE36700

54675

24

GSE3698

17048

19

E-GEOD-12021

22284

5

E-GEOD-29746

44397

669

E-GEOD-27390

54675

14

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BMC Genomics

ISSN: 1471-2164

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