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Table 6 Extra-Trees FSvsNS signature

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

MMP1

PRR29

APCS

HSD11B1

DLK2

NS3BP

CNTN2

CLDN17

CHGA

TMEM31

MAPK10

ZNF280B

C20orf85

LDHD

CLUL1

MAF

WFIKKN2

CYP4B1

NTRK3-AS1

NKX6-1

FAM221A

IFIT1

SLC16A1

HSD11B1L

LCMT1-AS2

CLCN1

IGSF9B

CENPU

ZNF652

GPAM

ENTPD7

FBXL19-AS1

PRKCE

HCG26

NLRP14

B3GNT7

KLF14

SLCO4A1

SNCG

SLC34A2

CEP76

CXorf36

ATF2

STAU2-AS1

SIGLEC11

RWDD3

ASB16

FGB

HIST1H4H

ERN2

CLRN1-AS1

SLC50A1

DOK4

FASTKD1

MB21D2

HDAC1

KIF2A

GMIP

CT83

CYP2A13

MED6

CHDC2

FGF13-AS1

IFNA21

DEPDC5

CEP250

MCM3AP

KRT75

GLP1R

RAD51B

CFAP20

TMEM184A

HOMEZ

LINC00922

CRP

MAST1

CBL

SDF4

KRT19

CELF5

CDCA8

ACTL8

MRPS12

ACER1

SYCE3

AP4E1

TYK2

LOC283914

SLC12A1

SCN2A

PLAC4

OXCT1

ABCA11P

GLB1

TCEAL7

LRRC32

BHLHE22

LINC01012

TBK1

TMEM225

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