{ | |
"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 | |
} | |
} | |
} |