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Table 3 Extra-Trees SvsNCS signature

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

LRRN3

LINC00599

P2RY6

CDKN1C

GPR15

AHRR

CTTNBP2

DSC2

CLEC10A

PF4

RGL1

SASH1

FSTL1

PTGFRN

C15orf54

MCOLN3

F2R

P2RY1

GUCY1A3

NRG1

SEMA6B

ESAM

CR1L

PID1

GP1BA

MAPK14

PBX1

GNAZ

GP6

TMEM163

RNASE1

SLC44A1

ASGR2

GUCY1B3

ZNF101

LTBP1

TRIP6

SRRD

PRR5L

CYSTM1

B3GALT2

GRAP2

ANKRD37

MKNK1

BEX2

SV2B

FAXDC2

ST6GALNAC1

ICOS

NFIB

TRDC

SLPI

CDK2AP1

IL4R

GPR20

SH2D1B

TLR5

VIL1

ITGB5

IGSF9B

CDR2

BTBD11

ELOVL7

ARL3

TUBB1

BZRAP1

ADAMDEC1

C2orf88

COCH

LOC100506870

LOC100130938

CA2

P2RY12

SH3BGRL2

PCSK6

PRTFDC1

SAMD14

CYP4A11

ASAP2

H19

LOC283194

BLCAP

GORASP1

TGM2

SLC26A8

ZAK

PARD3

MB21D2

GP9

S100A12

FANK1

TNFSF4

ZNF618

FAM210B

MYBPC3

SLC35G2

ASIC3

SLC6A4

CNST

PAPSS2

  1. Gene signature obtained with feature selection of Extra-Trees in smokers versus non-current smoker case study. Gene names in bold are also present in the signatures found by RFE-SVM and LASSO-LARS methods