results/feature_agreement_table.csv · Predicting-Major-Depressive-Episode

Feature,Lasso AUC,Lasso Recall,EN AUC,EN Recall,RFE AUC,RFE Recall,RCV AUC,RCV Recall,SUM
DRVINDETAG,1,1,1,1,1,1,1,1,8
AGE3,0,1,1,1,1,1,1,1,7
IRKI17_2,1,1,1,1,0,1,1,1,7
ADWRENRG,1,1,1,1,1,1,0,0,6
CAMHRCVR,1,1,0,0,1,1,1,1,6
AMIRSUD5ANY,1,1,1,1,1,1,0,0,6
ADWRSLNO,1,1,1,1,1,1,0,0,6
AKSSLR6WRST,1,1,1,1,1,1,0,0,6
AMIPY,1,1,1,1,1,1,0,0,6
AMISUD5ANYO,1,1,1,1,1,1,0,0,6
ASDSSOC2,1,1,1,1,1,1,0,0,6
ASDSREL2,1,1,1,1,1,1,0,0,6
ASDSHOM2,1,1,1,1,1,1,0,0,6
COCLALCUSE,1,1,0,0,1,1,1,1,6
SMIPY,1,1,1,1,1,1,0,0,6
SMMIPY,1,1,1,1,1,1,0,0,6
CATAG7,1,1,0,0,1,1,1,1,6
ASDSWRK2,1,1,1,1,1,1,0,0,6
MICATPY,1,1,1,1,1,1,0,0,6
ADWRELES,1,1,1,1,1,1,0,0,6
ADSUITPAYR,1,1,1,1,1,1,0,0,6
ADRX12MO,1,1,1,1,1,1,0,0,6
ADPSHMGT,1,1,1,1,1,1,0,0,6
WHODASDASC,1,1,1,1,1,1,0,0,6
WRKDRGHLP,1,1,0,0,1,1,1,1,6
MMIPY,1,1,1,1,1,1,0,0,6
WHODASTOTSC,1,1,1,1,1,1,0,0,6
LMIPY,1,1,1,1,1,1,0,0,6
KSSLR6MAX,1,1,1,1,1,1,0,0,6
LMMIPY,1,1,1,1,1,1,0,0,6
MJSKNYR,1,1,1,1,1,1,0,0,6
RXHYDMANY,1,1,1,1,1,1,0,0,6
SMIPPPY,1,1,1,1,1,1,0,0,6
IRIMPWORK,1,1,1,1,1,1,0,0,6
IRSUICTHNK,1,1,1,1,1,1,0,0,6
ILLEMFLAG,1,1,1,1,0,0,1,1,6
IRCOSUITHNK,1,1,1,1,1,1,0,0,6
IRPINC3,1,1,1,1,1,1,0,0,6
IRIMPRESP,1,1,1,1,1,1,0,0,6
IRIMPHHLD,1,1,1,1,1,1,0,0,6
IRIMPGOUT,1,1,1,1,1,1,0,0,6
IIIMFREC,1,1,0,1,1,0,1,1,6
WHODASDAED,1,1,1,1,1,1,0,0,6
MJONLYFLAG,1,0,1,1,0,1,1,1,6
ILLEMMON,0,0,1,1,1,0,1,1,5
IISYNSTMREC,1,1,0,0,0,1,1,1,5
IITRQANYREC,1,1,1,1,1,0,0,0,5
ADWREMOR,1,1,1,1,1,0,0,0,5
IRMARIT,0,0,1,1,1,0,1,1,5
IIKI17_2,1,1,0,0,0,1,1,1,5
SVYRDUDANY,1,1,1,1,1,0,0,0,5
SMIRSUD5ANY,1,1,1,1,1,0,0,0,5
DIFGETCRK,1,1,0,0,1,0,1,1,5
AMISUD5ANY,1,1,1,1,1,0,0,0,5
MJSMKYR,1,1,0,0,0,1,1,1,5
COCLDRGUSE,1,1,0,0,0,0,1,1,4
ADWRSMOR,1,1,0,0,1,1,0,0,4
ADWRSLOW,1,1,0,0,1,1,0,0,4
UD5ILALANY,0,0,1,1,1,1,0,0,4
CIGYR,0,0,0,0,1,1,1,1,4
CNSANYYR,0,0,0,0,1,1,1,1,4
MJSKNMON,0,0,0,0,1,1,1,1,4
ADPSDAYS,1,1,1,1,0,0,0,0,4
ADPSRELS,1,1,1,1,0,0,0,0,4
ADRXHLP,1,1,1,1,0,0,0,0,4
ADPSSOC,1,1,1,1,0,0,0,0,4
ADSUITPACOM,1,1,1,1,0,0,0,0,4
KSSLR6YRED,1,1,0,0,1,1,0,0,4
PSILCYEVER,1,1,0,0,1,1,0,0,4
IRIMPSOC,1,1,0,0,1,1,0,0,4
IRMHTRXMED,1,1,0,0,1,1,0,0,4
IRIMPRESPM,1,1,0,0,1,1,0,0,4
PSYCHFLAG,1,1,0,0,0,0,1,1,4
IIKRATREC,0,0,1,1,0,0,1,1,4
ADWRSLEP,1,1,0,0,1,1,0,0,4
ADWRTHOT,1,1,0,0,1,1,0,0,4
SYNSTMEVR,1,0,0,0,0,1,1,1,4
COSUITHNK,1,1,0,0,1,1,0,0,4
GRSKMRJWK,0,0,0,0,1,1,1,1,4
SUTOUTHER,0,0,1,1,1,1,0,0,4
DAMTFXMON,1,1,0,0,0,0,1,1,4
FULSD18,1,1,0,0,1,1,0,0,4
FUNICVAP21,0,0,1,1,1,1,0,0,4
CASUPROB,1,1,0,0,1,1,0,0,4
CAMHPROB,1,1,0,0,0,0,1,1,4
SNRLDCSN,1,1,0,0,0,1,0,0,3
SUTNEEDPY,0,0,1,1,1,0,0,0,3
IISTMNMINIT,0,0,0,0,0,1,1,1,3
IMFNDLEVER,0,0,0,0,1,0,1,1,3
SEXAGE,0,0,0,0,0,1,1,1,3
IMPGOUT,1,1,0,0,0,1,0,0,3
LMMISUD5ANY,0,0,1,1,1,0,0,0,3
WRKDRGEDU,0,0,0,0,0,1,1,1,3
FUCD218,0,1,1,1,0,0,0,0,3
CASUPROB2,0,0,0,0,0,1,1,1,3
CASURCVR,1,0,0,0,0,0,1,1,3
ASTHMAAGE,1,1,0,0,0,1,0,0,3
UD5ILNALANY,1,0,1,1,0,0,0,0,3
IMFEVER,0,0,0,0,0,1,1,1,3
IRSEX,0,0,0,0,0,1,1,1,3
IRHH65_2,0,0,0,0,1,0,1,1,3
WRKOKRAND,0,0,0,0,1,0,1,1,3
PRXYDATA,0,1,0,0,0,0,1,1,3
FUCGR18,0,0,1,1,1,0,0,0,3
TOBVNICFLAG,1,1,0,0,0,1,0,0,3
ADWRLOSE,1,1,0,0,0,0,0,0,2
BNGDRMDAYS,1,1,0,0,0,0,0,0,2
IISYNMRJREC,0,0,0,0,0,0,1,1,2
SMISUD5ANY,0,0,1,1,0,0,0,0,2
SNYSTOLE,1,1,0,0,0,0,0,0,2
SUICTHNK,0,0,1,1,0,0,0,0,2
SUTOUTCNSPY,0,0,0,0,1,1,0,0,2
SUNTNOHLP,0,0,0,0,1,1,0,0,2
SUNTFFLKE,1,1,0,0,0,0,0,0,2
SUNTCONSQ,1,1,0,0,0,0,0,0,2
GRSKLSDTRY,0,0,1,1,0,0,0,0,2
GRSKCOCMON,0,0,0,0,0,0,1,1,2
HVYDRKMON,0,0,0,0,0,0,1,1,2
IICOSUITHNK,0,0,1,1,0,0,0,0,2
HLTINMNT,0,0,0,0,0,0,1,1,2
HIGHBPMED,0,0,1,1,0,0,0,0,2
HALLUCOT3,0,0,1,1,0,0,0,0,2
HALLUCMON,0,0,0,0,0,0,1,1,2
EDFAM18,0,0,0,0,0,0,1,1,2
IIEDUHIGHST2,0,0,0,0,0,0,1,1,2
DSTNRV30,0,0,0,0,1,1,0,0,2
ECSTMOMON,0,0,0,0,0,0,1,1,2
ENRLCOLLFT2,0,0,1,1,0,0,0,0,2
EDUHIGHCAT,0,0,0,0,0,0,1,1,2
IIDSTEFF30,0,0,0,0,1,1,0,0,2
IIECSTMOYFU,0,0,0,0,0,0,1,1,2
COMHAPTDL,0,0,0,0,0,0,1,1,2
COMHAPTDL2,0,0,0,0,0,0,1,1,2
COMHTELE,0,0,0,0,0,0,1,1,2
COHCTELE2,0,0,0,0,0,0,1,1,2
FUPCP18,0,0,1,1,0,0,0,0,2
COHCSVHLT2,0,0,0,0,0,0,1,1,2
FUHER21,0,0,1,1,0,0,0,0,2
FUCOC18,0,0,1,1,0,0,0,0,2
COCAGLST,0,0,1,1,0,0,0,0,2
CDCGMO,0,0,0,0,0,0,1,1,2
CDNOCGMO,0,0,0,0,0,0,1,1,2
CNSNMYR,0,0,0,0,0,0,1,1,2
CATAG2,0,0,1,1,0,0,0,0,2
CATAGE,0,0,0,0,0,0,1,1,2
DRVINAGE,0,0,1,1,0,0,0,0,2
DIFGETHER,0,0,0,0,0,0,1,1,2
COPDAGE,0,0,0,0,1,1,0,0,2
COMHTELE2,0,0,0,0,0,0,1,1,2
CHAMPUS,0,0,0,0,0,0,1,1,2
CADRKHALL,0,0,1,1,0,0,0,0,2
ASTHMANOW,0,1,0,0,0,1,0,0,2
BNGDRKMON,0,0,0,0,0,0,1,1,2
COHCRXDL2,0,0,0,0,0,0,1,1,2
COFINANC,0,0,0,0,0,0,1,1,2
SYNMRJFLAG,0,0,0,0,0,0,1,1,2
SYNSTMREC,0,0,0,0,0,0,1,1,2
TOBMON,0,0,0,0,1,1,0,0,2
TRQRSOTRS2,0,0,1,1,0,0,0,0,2
UD5ALNILANY,0,0,1,1,0,0,0,0,2
UDINMNTLCTD,0,0,1,1,0,0,0,0,2
SVYRSUDANY,0,0,1,1,0,0,0,0,2
AMDETXRX,0,0,1,1,0,0,0,0,2
ADWRGAIN,0,0,1,1,0,0,0,0,2
IRIMPGOUTM,1,1,0,0,0,0,0,0,2
IRIMPREMEM,0,0,1,1,0,0,0,0,2
IRIMPPEOP,0,0,1,1,0,0,0,0,2
IRIMPCONCN,0,0,1,1,0,0,0,0,2
ILTOBVAPALC,0,0,0,0,0,0,1,1,2
IIOXCNANYYR,1,1,0,0,0,0,0,0,2
IIPRVHLT,0,0,1,1,0,0,0,0,2
PYUD5MRJ,0,0,0,0,1,1,0,0,2
RCVYSUBPRB,0,0,0,0,0,0,1,1,2
RKFQPBLT,0,0,0,0,0,0,1,1,2
RSKBNGWK,0,0,0,0,0,0,1,1,2
RSKYFQTES,0,0,0,0,0,0,1,1,2
RSKYFQDGR,0,0,0,0,0,0,1,1,2
SALVIAMON,0,0,0,0,0,0,1,1,2
IREDUHIGHST2,0,0,0,0,0,0,1,1,2
IRTRQNMYFU,0,0,0,0,0,0,1,1,2
IMPWEEKS,1,1,0,0,0,0,0,0,2
IMPWORK,0,0,0,0,1,1,0,0,2
IRCD2YFU,0,0,0,0,0,0,1,1,2
IRTRQNMAGE,0,0,0,0,0,0,1,1,2
IRSUTINOPL,1,1,0,0,0,0,0,0,2
IRMHTOUTMHCR,0,0,1,1,0,0,0,0,2
IRMHTINHOSP,0,0,1,1,0,0,0,0,2
IRFAMPMT,0,0,1,1,0,0,0,0,2
IMPDYFRQ,0,0,1,1,0,0,0,0,2
IIFAMIN3,1,1,0,0,0,0,0,0,2
IMPSOC,0,0,1,1,0,0,0,0,2
IIHH65_2,0,0,0,0,0,0,1,1,2
IIPYSEV5COC,1,1,0,0,0,0,0,0,2
IISUICTHNK,0,0,1,1,0,0,0,0,2
ILLORALC,0,0,0,0,0,0,1,1,2
IITRQNMINIT,0,0,0,0,0,0,1,1,2
ILIMFOTHYR,0,0,0,0,0,0,1,1,2
ILLALCFLG,0,0,0,0,0,0,1,1,2
ILTOBALCFG,0,0,0,0,0,0,1,1,2
KETMINYR,0,0,0,0,0,0,1,1,2
MESCEVER,0,0,0,0,0,0,1,1,2
LSDMON,0,0,0,0,0,0,1,1,2
PSYANYYR,0,0,0,0,0,0,1,1,2
MHTSKTHPY,1,0,0,0,0,1,0,0,2
MILTSPPAR,0,0,0,0,0,0,1,1,2
MJCMOTHMON,0,0,0,0,0,0,1,1,2
MJDABYR,0,0,0,0,0,0,1,1,2
MJMTHMON,0,0,0,0,0,0,1,1,2
OXYCNNMYR,0,0,0,0,0,0,1,1,2
PEYOTEEVER,0,0,0,0,0,0,1,1,2
MTHNEDEVER,1,1,0,0,0,0,0,0,2
PREGAGE2,0,0,0,0,0,0,1,1,2
NMVSOPT2,0,0,1,1,0,0,0,0,2
MHNTCONSQ,1,1,0,0,0,0,0,0,2
MHNTWHER,1,1,0,0,0,0,0,0,2
MHTRTPY,0,0,0,0,1,1,0,0,2
KRATREC,0,0,0,0,0,0,1,1,2
KRATOMYR,0,0,0,0,0,0,1,1,2
WRKTSTDRG,0,0,0,0,0,0,1,1,2
WHODASSCED,0,0,1,1,0,0,0,0,2
WRK35WKUS,0,0,0,0,1,1,0,0,2
WRKDPSTYR,0,0,0,0,1,1,0,0,2
WRKDHRSWK2,0,0,0,0,1,1,0,0,2
WRKSELFEM,0,0,0,0,0,0,1,1,2
WRKOKPREH,0,0,0,0,0,0,1,1,2
WRKNUMJOB2,0,0,0,0,0,0,1,1,2
WRKEFFORT,1,1,0,0,0,0,0,0,2
WRKTSTALC,0,0,0,0,0,0,1,1,2
WRKSICKMO,0,0,0,0,0,0,1,1,2
ADSEEDOC,0,0,1,1,0,0,0,0,2
ADTMTNOW,0,0,1,1,0,0,0,0,2
ADPSWORK,1,1,0,0,0,0,0,0,2
ADPBNUM,0,0,1,1,0,0,0,0,2
ADOCMDE,0,0,1,1,0,0,0,0,2
ADFAMDOC,0,0,1,1,0,0,0,0,2
KSSLR6YR,0,1,0,0,0,0,0,0,1
MHNTENFCV,0,0,0,0,1,0,0,0,1
MHTNSEEKPY,0,0,0,0,0,1,0,0,1
RSKMRJMON,0,0,0,0,1,0,0,0,1
RXCLONMIS,0,0,0,1,0,0,0,0,1
IRSUTINRHAB,0,0,0,0,1,0,0,0,1
IRSUTPEERSPC,0,1,0,0,0,0,0,0,1
IRDSTNGD30,0,0,0,0,0,1,0,0,1
IRFAMSSI,0,0,0,0,0,1,0,0,1
IMPREMEM,0,0,0,0,0,1,0,0,1
IIIMPHHLD,0,0,0,0,1,0,0,0,1
IIIMPHHLDM,0,0,0,0,1,0,0,0,1
IIIMPPEOP,0,0,0,0,1,0,0,0,1
IIIMPPEOPM,0,0,0,0,1,0,0,0,1
IIIMPWORK,0,0,0,0,1,0,0,0,1
SNRLFRND,0,0,0,0,0,1,0,0,1
SPDPSTYR,0,0,0,0,1,0,0,0,1
SUTOUTSTM,0,0,0,1,0,0,0,0,1
HALLUCOT4,0,0,1,0,0,0,0,0,1
IIBZONMYR,0,0,0,0,0,1,0,0,1
IICOSUIPLNYR,0,0,0,0,1,0,0,0,1
IIDSTHOP30,0,0,0,0,1,0,0,0,1
DSTHOP30,0,0,0,0,0,1,0,0,1
EDUD5PNRUNM,0,0,0,0,1,0,0,0,1
FLTMRKEVER,1,0,0,0,0,0,0,0,1
FUSMKLSS18,0,0,1,0,0,0,0,0,1
DIABETEAG,0,0,0,0,0,1,0,0,1
DIFOBTMRJ,0,0,1,0,0,0,0,0,1
DRVINALDRG,0,1,0,0,0,0,0,0,1
BKDRVINF,0,0,0,0,1,0,0,0,1
BKMVTHFT,0,0,0,0,0,1,0,0,1
CAIDCHIP,0,0,0,0,0,1,0,0,1
CAMHPROB2,0,0,0,0,0,1,0,0,1
ADWRPREG,0,1,0,0,0,0,0,0,1
UADMONY,1,0,0,0,0,0,0,0,1
UADOTHM,0,0,0,0,1,0,0,0,1
UADPEOP,1,0,0,0,0,0,0,0,1