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{
"significant_genes": {
"Variable": [
"CAPSL",
"LYZL1",
"CABCOCO1",
"B3GALT5",
"DPPA2",
"AVPR1B",
"HS3ST6",
"AQP3",
"B3GALT5-AS1",
"IZUMO1R",
"ANKS4B",
"DNAJB13",
"CACNG5",
"MAPK15",
"IQCA1",
"CNTN5",
"DRC1",
"KCNA1",
"ANXA13",
"AKR1C8",
"CYP2C9",
"ANXA9",
"JPT2",
"EDAR",
"LINC00320",
"APOC1",
"CNGA1",
"ALPK2",
"C1orf87",
"POU6F2",
"DRC7",
"AMHR2",
"CAPN6",
"TMEM229A",
"ARPP21",
"IL17A",
"DNAJB8",
"KCNJ4",
"ARRDC4",
"PEX5L",
"GATA5",
"FIGNL2",
"AQP1",
"ATP1A1",
"EDN3",
"CFAP299",
"DDIT3",
"C1QL4",
"OR52N1",
"AOX1",
"CLEC18C",
"ATP2B3",
"INTS13",
"APLP2",
"B3GALT2",
"IFRD1",
"DCAF12L1",
"PWRN1",
"AADACL2",
"PCDHB6",
"LGALS9B",
"CYP46A1",
"CAVIN4",
"ADGRG3",
"KRTAP2-1",
"GRIA4",
"CKS2",
"C6orf118",
"FXYD4",
"KLRD1",
"FASLG",
"SIGLEC8",
"AXDND1",
"ARMCX6",
"TDO2",
"CFAP65",
"BICDL1",
"DUSP9",
"BCAS4",
"CDH15",
"GFI1B",
"OR10J5",
"MYH6",
"LINC00336",
"BFAR",
"MIR646HG",
"OR8A1",
"MOCS1",
"ERGIC2",
"PI4KAP1",
"OR1J2",
"INS-IGF2",
"DACH2",
"CHST9",
"C8orf76",
"MEMO1",
"C9orf50",
"LCE1D",
"ENKUR",
"GLYATL3",
"RBMY1E",
"IFI30",
"CNNM1",
"TFAP2D",
"EFHB",
"FRMD1",
"SPATA21",
"CNGA3",
"RBM12B-AS1",
"CLIC5",
"DNAJC30",
"CALB1",
"RIPPLY1",
"KRT4",
"ARHGAP29",
"FTCD",
"ORC5",
"FARP1",
"CRHBP",
"NEU1",
"BRI3",
"CLXN",
"LOC646813",
"CCDC185",
"PLD6",
"ASPDH",
"DSC3",
"CHRNA4",
"CHEK1"
],
"Coefficient": [
-0.04911414232481986,
0.03447342543022033,
-0.027312773382194584,
-0.025245249644126666,
-0.02352856517743914,
-0.02191173933272443,
-0.021460191446482656,
-0.01973433947234318,
-0.016572158566796304,
-0.01581283746660694,
-0.014578592164712812,
-0.014425705980014575,
-0.012811006816308283,
-0.012172252352893946,
-0.011386933794467901,
-0.010917705045386365,
-0.010806296074690728,
-0.010563209991896638,
-0.010271945162738851,
-0.00984285812747128,
-0.009772142714477617,
-0.009393181788450495,
-0.008725405279695054,
-0.008168472578657531,
0.008040372424810689,
0.007690838264219115,
-0.0076596557374660765,
-0.007518401336788699,
-0.0074412117518217425,
-0.006988850703100792,
-0.00596709739475637,
0.0059575357519029365,
-0.005446195536911871,
-0.00520455174921026,
-0.005083778759933187,
-0.004831588104613174,
-0.004778800371245774,
-0.004670405706157295,
-0.00463741873790484,
-0.00455133346978061,
-0.00441082089780203,
-0.004161251582514169,
-0.004079553965696635,
-0.003998359718519881,
-0.0038089820969421403,
-0.003577561655513135,
0.00355774908659828,
-0.0032925540226933234,
0.0031268114304848125,
-0.003106707582531925,
-0.0031010525565155055,
-0.0030201010197830657,
0.0029264544140853027,
0.0028800276623051424,
-0.0028407669687859098,
0.0026192021725413577,
-0.0025367681728134593,
-0.002479411937029195,
-0.002400891296886352,
-0.00238593717635706,
0.0023164042126514617,
0.0021818084570237543,
0.0020748597602932,
0.0020288054390515775,
-0.0020268886340980372,
-0.0019956889202878574,
0.0019598014914862776,
-0.001911127139986831,
-0.0018325182779332985,
0.0017572796929143952,
0.001702039553737431,
0.0016346053345128008,
-0.0016327306696364613,
0.001611791353110317,
0.0015554692289606543,
-0.0015258648391111402,
-0.0014471439350564974,
-0.0013969637004072912,
0.0013113236644435404,
0.001178900972559896,
0.0011692043863292959,
0.0011450398637509623,
-0.0011346956902218116,
0.0010652204905783075,
0.0010293555214446793,
0.00099575947254769,
0.0009387872673343896,
0.0007262108336623427,
0.0006401619715677979,
0.0006317311196059604,
0.0006254362254880306,
-0.0005924070643270926,
-0.0005401257248053306,
-0.0005127516386495054,
0.0005109624858813698,
0.0005084960883538557,
-0.0004617723674995339,
-0.00039756400112037863,
-0.0003892311610375856,
-0.0003809590644007686,
0.0003714533226739917,
0.0003673373363584563,
-0.00034871167474029893,
-0.0003457227513477092,
-0.0002875316114371573,
-0.0002853764633397044,
-0.0002620275972298457,
-0.00024910217250458935,
0.0002151920275263157,
-0.000204314103504454,
0.00019552293687659643,
-0.00018908961525995415,
-0.00016829688511591667,
-0.00015520860203292188,
-0.0001512374859855452,
-0.00014970352439794,
0.00010609260233497352,
-9.708368907931582e-05,
-9.643573304308323e-05,
9.605641238018086e-05,
9.211115624201234e-05,
-7.422464464210363e-05,
-6.053340566746236e-05,
-5.7702753005817006e-05,
4.651906908610975e-05,
-2.7706863831872385e-05,
-1.519424491926387e-05,
-2.9007800319048827e-06,
6.161629033638617e-07
],
"Absolute Coefficient": [
0.04911414232481986,
0.03447342543022033,
0.027312773382194584,
0.025245249644126666,
0.02352856517743914,
0.02191173933272443,
0.021460191446482656,
0.01973433947234318,
0.016572158566796304,
0.01581283746660694,
0.014578592164712812,
0.014425705980014575,
0.012811006816308283,
0.012172252352893946,
0.011386933794467901,
0.010917705045386365,
0.010806296074690728,
0.010563209991896638,
0.010271945162738851,
0.00984285812747128,
0.009772142714477617,
0.009393181788450495,
0.008725405279695054,
0.008168472578657531,
0.008040372424810689,
0.007690838264219115,
0.0076596557374660765,
0.007518401336788699,
0.0074412117518217425,
0.006988850703100792,
0.00596709739475637,
0.0059575357519029365,
0.005446195536911871,
0.00520455174921026,
0.005083778759933187,
0.004831588104613174,
0.004778800371245774,
0.004670405706157295,
0.00463741873790484,
0.00455133346978061,
0.00441082089780203,
0.004161251582514169,
0.004079553965696635,
0.003998359718519881,
0.0038089820969421403,
0.003577561655513135,
0.00355774908659828,
0.0032925540226933234,
0.0031268114304848125,
0.003106707582531925,
0.0031010525565155055,
0.0030201010197830657,
0.0029264544140853027,
0.0028800276623051424,
0.0028407669687859098,
0.0026192021725413577,
0.0025367681728134593,
0.002479411937029195,
0.002400891296886352,
0.00238593717635706,
0.0023164042126514617,
0.0021818084570237543,
0.0020748597602932,
0.0020288054390515775,
0.0020268886340980372,
0.0019956889202878574,
0.0019598014914862776,
0.001911127139986831,
0.0018325182779332985,
0.0017572796929143952,
0.001702039553737431,
0.0016346053345128008,
0.0016327306696364613,
0.001611791353110317,
0.0015554692289606543,
0.0015258648391111402,
0.0014471439350564974,
0.0013969637004072912,
0.0013113236644435404,
0.001178900972559896,
0.0011692043863292959,
0.0011450398637509623,
0.0011346956902218116,
0.0010652204905783075,
0.0010293555214446793,
0.00099575947254769,
0.0009387872673343896,
0.0007262108336623427,
0.0006401619715677979,
0.0006317311196059604,
0.0006254362254880306,
0.0005924070643270926,
0.0005401257248053306,
0.0005127516386495054,
0.0005109624858813698,
0.0005084960883538557,
0.0004617723674995339,
0.00039756400112037863,
0.0003892311610375856,
0.0003809590644007686,
0.0003714533226739917,
0.0003673373363584563,
0.00034871167474029893,
0.0003457227513477092,
0.0002875316114371573,
0.0002853764633397044,
0.0002620275972298457,
0.00024910217250458935,
0.0002151920275263157,
0.000204314103504454,
0.00019552293687659643,
0.00018908961525995415,
0.00016829688511591667,
0.00015520860203292188,
0.0001512374859855452,
0.00014970352439794,
0.00010609260233497352,
9.708368907931582e-05,
9.643573304308323e-05,
9.605641238018086e-05,
9.211115624201234e-05,
7.422464464210363e-05,
6.053340566746236e-05,
5.7702753005817006e-05,
4.651906908610975e-05,
2.7706863831872385e-05,
1.519424491926387e-05,
2.9007800319048827e-06,
6.161629033638617e-07
]
},
"cv_performance": {
"prediction": {
"accuracy": 100.0,
"precision": 100.0,
"recall": 100.0,
"f1": 100.0
},
"selection": {
"precision": 0.34782608695652173,
"recall": 0.975609756097561,
"f1": 0.5128205128205129,
"jaccard": 0.2597402597402597
}
}
} |