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Table 5 RFE-SVM FSvsNS signature

From: Ensemble of rankers for efficient gene signature extraction in smoke exposure classification

SLC38A3

POU4F1

HSD11B1

GOLGA2P5

IL17RD

CELF5

ADAMTS14

PTPN14

MB21D2

TBC1D29

RRP12

C4BPB

KRT73

DCAF4

ZNF280B

LOC648691

DDX11

TJP3

LINC01097

BCL2L12

RAB42

CLSPN

ADAM23

CFD

TAS2R9

CFAP46

VSIG4

GDF9

SI

DOCK4-AS1

SH3PXD2A-AS1

CLUL1

MMP1

PLA2G2A

RTN3

LY6G6D

ANKRD6

IGSF9B

ZNF582-AS1

C8orf88

REG3A

ETV2

NDST3

C6orf99

WNT5B

PAX4

NNAT

HCG26

SLC5A11

TAAR3

TTC22

HAGHL

C17orf78

EDN2

MTUS1

PLCD4

C1orf115

PLEK

NS3BP

SLC34A2

GGT5

ZNF470

SYN1

SCD

MRAS

FOXI1

LCMT1-AS2

HTN3

SH3D19

HIST1H4E

SHISA6

MCOLN3

LOC100507534

SASH1

APEX1

C22orf31

RNF114

SRRM4

SCN2B

HMBOX1

ATP6V1C2

HSF4

SLC17A5

SEPT2

TFAP4

WWTR1

FGF4

SRCIN1

SLC35F1

SLC16A2

TAS2R50

PCAT19

ADAMTS18

TMEM31

CAMK1G

SLC25A31

SMR3B

SLC17A4

XRCC6BP1

PTPRB

  1. Gene signature obtained with Recursive Feature Elimination with SVM in former smokers versus never smokers case study. Gene names in bold are also present in the signatures found by Extra-Trees and LASSO-LARS methods