{ | |
"significant_genes": { | |
"Variable": [ | |
"LINC01602", | |
"TF", | |
"CEP43", | |
"C2orf66", | |
"EMC3-AS1", | |
"ZFAND2A", | |
"VAMP2", | |
"ARHGEF35", | |
"IDI2-AS1", | |
"MYO1E", | |
"SSNA1", | |
"ANKRD30BP2", | |
"ZNF530", | |
"LILRA1", | |
"LPP-AS2", | |
"MVB12B", | |
"CASP8", | |
"ROBO4", | |
"MMP24OS", | |
"LOC100507336", | |
"ZNF300", | |
"GNLY", | |
"LOC101929645", | |
"CPAP", | |
"SNORD9", | |
"AMER1", | |
"SNORD50B", | |
"RFLNB", | |
"ERCC6L", | |
"GMIP", | |
"SLC22A13", | |
"LYRM1", | |
"NOCT", | |
"DPM2", | |
"PTGES3L", | |
"NXPE3", | |
"RPS7P5", | |
"CD200", | |
"DOCK8-AS1", | |
"MYRF", | |
"GALNT5", | |
"CCNE2", | |
"CAV3", | |
"PPM1N", | |
"MIR181A1HG", | |
"EAF2", | |
"ASGR2", | |
"RNF126", | |
"SLCO5A1", | |
"RNF125", | |
"OSBPL5", | |
"MACROH2A2", | |
"ZC3H8", | |
"IFT25", | |
"MYH16", | |
"RHPN1", | |
"LOC105377035", | |
"PREX2", | |
"RNF148", | |
"NELFB", | |
"VRK2", | |
"ECHDC3", | |
"MAML2", | |
"CASP5", | |
"GPAM", | |
"TAF4B", | |
"CCDC191", | |
"GPR12", | |
"ADAMTSL1", | |
"FOSL1", | |
"SMIM17", | |
"FOXP1-AS1", | |
"SYCP2", | |
"SPMIP4", | |
"DMRT3", | |
"CRYBA1", | |
"PPP4R1L", | |
"SVIL-AS1", | |
"RABL2A", | |
"AXDND1", | |
"PPP1R2B", | |
"CNOT4", | |
"LINC00895", | |
"DUBR", | |
"TRDC", | |
"HOXD11", | |
"NPTX1", | |
"SNAP29", | |
"PYCR1", | |
"LOC439933", | |
"HACE1", | |
"BMS1P4", | |
"LALBA", | |
"RPL12P11", | |
"LEPROT", | |
"NUP50-DT", | |
"GINS3", | |
"PCDHB16", | |
"RRAD", | |
"CBR3", | |
"SIAH1", | |
"SHANK2", | |
"DONSON", | |
"APOBEC2", | |
"TCEA1", | |
"ATP5PF", | |
"GSDMC", | |
"ZNF254", | |
"SNORD115-6", | |
"BICC1", | |
"ZNF226", | |
"SNORD114-4", | |
"PRANCR", | |
"LINC00896", | |
"LCE2B", | |
"ZBTB7B", | |
"PRDM4", | |
"FZD4", | |
"FAHD1", | |
"HSPA4", | |
"MIR365B", | |
"KCNH1", | |
"GPR82", | |
"ANKRD13C", | |
"SYNPO2L", | |
"TM4SF20", | |
"GCHFR", | |
"SLED1", | |
"TYSND1", | |
"USE1", | |
"RFWD3", | |
"PCDHGA12", | |
"FOXJ2", | |
"AGAP9", | |
"CFAP410", | |
"TMC1", | |
"RHOXF1", | |
"NADK2-AS1", | |
"SIRT2", | |
"FOXJ3", | |
"S100A8", | |
"PRORSD1P", | |
"MX1", | |
"SLPI", | |
"GPR35", | |
"DPYD", | |
"TMEM225B", | |
"SCNN1A", | |
"OGFOD2", | |
"CASTOR3P", | |
"HMGCLL1", | |
"LOC101927284", | |
"PKN2", | |
"DEPDC5", | |
"LOC101929372", | |
"ZDHHC11", | |
"LOC101928012", | |
"FAM170B-AS1", | |
"LINC00619", | |
"UBE2G2", | |
"PRIMPOL", | |
"AGAP3", | |
"PRUNE1", | |
"UTS2", | |
"LINC00641", | |
"ADA", | |
"TXN2", | |
"CEBPD", | |
"ZBTB49", | |
"ORAI1", | |
"ZNF250", | |
"NOP9", | |
"TMEM72-AS1", | |
"LOC101928215", | |
"ERO1B", | |
"PRR7-AS1", | |
"LINC01153", | |
"ERICH4", | |
"ALOX12-AS1", | |
"DUSP12", | |
"MYZAP", | |
"SHOX2", | |
"MT1G", | |
"CEP85", | |
"DISP2", | |
"GLOD5", | |
"MLC1", | |
"ATXN7L2", | |
"LINC00529", | |
"UBXN8", | |
"OR4K17", | |
"CYP2G1P", | |
"ITGAX", | |
"HOXD9", | |
"PSPC1", | |
"FUCA1", | |
"CCDC91", | |
"ZKSCAN3", | |
"MB21D2", | |
"C1QTNF8", | |
"MACROD2", | |
"SMIM43", | |
"NOL4", | |
"LAMA4", | |
"SCLT1", | |
"BMAL2-AS1", | |
"MTERF3", | |
"LOC102723701", | |
"LINC01614", | |
"NKAP", | |
"ATAD1", | |
"FLJ12825", | |
"RARB", | |
"SHOC1", | |
"ALPK2", | |
"MPI", | |
"SMPD1", | |
"NAV2-AS2", | |
"ARSJ", | |
"RRP1B", | |
"LOC102724593", | |
"SCRT2", | |
"TIFA", | |
"MYO5C", | |
"ITGB7", | |
"LOC105370583", | |
"LINC00862", | |
"LOC101928911", | |
"SNRPA1", | |
"MAP3K7CL", | |
"UOX", | |
"CARD18", | |
"KRT18P55", | |
"LOC105378067", | |
"N4BP1", | |
"SETDB1", | |
"TRIM24", | |
"CBLN1", | |
"CENPBD1P", | |
"MLXIPL", | |
"TSSK3", | |
"SAXO1", | |
"GRINA", | |
"KCNG1", | |
"IGHV1-58", | |
"GARNL3", | |
"RAP1GAP2", | |
"CEP63", | |
"DSG1", | |
"RILP", | |
"PIR", | |
"LMBR1", | |
"SNORD114-11", | |
"SPRYD3", | |
"GBX1", | |
"HELZ2", | |
"CMAHP", | |
"LOC100422526", | |
"PCDHB14", | |
"FAM199X", | |
"ENOX2", | |
"SIDT2", | |
"ANXA9", | |
"ZBTB39", | |
"LARP1", | |
"ANKRD22", | |
"SLC9A5", | |
"CD86", | |
"CIDEB", | |
"RAB19", | |
"ATCAY", | |
"ADD2", | |
"CD22", | |
"RHOU", | |
"NUP62CL", | |
"CBLN3", | |
"FAN1", | |
"CWC25", | |
"SCN4B", | |
"ARSK", | |
"LINC00598", | |
"SNORD113-2", | |
"GLIPR1L1" | |
], | |
"Coefficient": [ | |
-4.866091940771093, | |
-4.627066804243652, | |
4.429124616532246, | |
3.7991889972212665, | |
3.792266262084785, | |
-3.771127610056082, | |
-3.7300919871184677, | |
3.5666964636048735, | |
-3.3493763803328855, | |
-3.3202432283370356, | |
-3.2544222913055774, | |
3.047166199253243, | |
-2.7684932715090302, | |
2.748770148980452, | |
-2.7246873741133926, | |
-2.717512976765244, | |
2.5135561383333815, | |
-2.458704431943951, | |
-2.4460929873369825, | |
2.4347902520650586, | |
2.4208417605378214, | |
2.416855010840647, | |
-2.376270097371595, | |
2.373969218561449, | |
2.366413686262358, | |
-2.257931364785644, | |
2.2478336892409954, | |
2.2300510097596375, | |
-2.2033192231716487, | |
2.0802925437062068, | |
-2.057409704432727, | |
2.0350441396657852, | |
-2.0203536231828747, | |
-2.019854462355425, | |
-2.0131105419747164, | |
-1.9582483938096233, | |
1.9509396756187531, | |
1.950516694096904, | |
-1.8732561884888443, | |
-1.8672612113582159, | |
-1.859396550093068, | |
1.8347995111213933, | |
-1.7810157979043622, | |
-1.7639349858089914, | |
-1.7434595238865909, | |
-1.741342884744041, | |
-1.7282651409706433, | |
1.7119886403336617, | |
1.7027762190462545, | |
-1.6901317549403778, | |
1.6851440672673197, | |
1.6787007110009609, | |
-1.6359662818423122, | |
-1.6291397721387189, | |
-1.5912325004963437, | |
1.5541604583030348, | |
1.533725964521883, | |
1.5241794379438316, | |
-1.523720685359333, | |
-1.5199831720082555, | |
-1.5190476242243978, | |
-1.5175621538860293, | |
-1.5032238309694108, | |
-1.4869607299661236, | |
-1.4783260379616314, | |
1.464515592938512, | |
-1.4591790911376605, | |
-1.4549697641141732, | |
-1.451112259279787, | |
-1.4253370367389648, | |
-1.3955413917851833, | |
1.3811722300195826, | |
-1.3575802149186293, | |
-1.3510948976829362, | |
1.3366310898024851, | |
-1.3348222055866805, | |
1.3114685325616093, | |
1.3031036450179885, | |
1.2812391557161504, | |
-1.2605758644849108, | |
-1.2359229421332676, | |
1.2288241330184866, | |
-1.2277030375361824, | |
1.2157878653257563, | |
1.2043101512442418, | |
-1.1987801616704856, | |
-1.194064856884974, | |
-1.1894020725593941, | |
1.1846473516737455, | |
-1.1512190257185768, | |
-1.1511671256540963, | |
-1.1085108956092558, | |
-1.1010468102789595, | |
-1.0781691390126746, | |
1.071587885906902, | |
-1.0715067789940378, | |
-1.071462168069108, | |
1.0687145188503548, | |
-1.0604883180348457, | |
1.0355466457000082, | |
1.0325441179186416, | |
-1.0263193489937437, | |
1.021913403257763, | |
-1.0191628488301707, | |
1.018161548362371, | |
0.9966397448668259, | |
-0.9809724097475975, | |
-0.9757826503128868, | |
0.9740640378298668, | |
0.9719412628272694, | |
-0.9583950469734875, | |
-0.9330356846339148, | |
0.9271096227974395, | |
0.9235666266002653, | |
0.9205667501285011, | |
0.9061198899145412, | |
-0.8940905977836208, | |
0.8823025691439436, | |
0.8734417943233895, | |
0.8648853845038726, | |
-0.8602640847841617, | |
0.8511116780131682, | |
-0.8497572999645904, | |
-0.8480207251386912, | |
0.8479329439982971, | |
0.8452045767407814, | |
-0.84012326556267, | |
-0.8392167925669881, | |
-0.7968074419968376, | |
-0.7844982856255592, | |
0.7801382705677122, | |
-0.7609030507849895, | |
-0.7509803070226166, | |
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0.7358711569588461, | |
-0.7290682117035887, | |
-0.7286648907802435, | |
-0.7164932338130745, | |
0.708743084446538, | |
-0.6976932342178082, | |
0.6963770549146288, | |
0.6862003340730831, | |
0.6755977022660485, | |
-0.6643573489157772, | |
0.6618139419850232, | |
0.6610411205405305, | |
-0.6396016324092798, | |
-0.6368838066333614, | |
-0.63211501181714, | |
0.6294929556258032, | |
0.6206949604620786, | |
-0.5953122125097358, | |
-0.5933091811589105, | |
0.5859351355322846, | |
-0.58563756372344, | |
0.5713360645387028, | |
-0.5690362454101697, | |
-0.5638232160646471, | |
0.557114434817188, | |
0.5536688460700597, | |
-0.5525278502159552, | |
-0.5482407529245477, | |
0.5364264812164531, | |
-0.5356957024161254, | |
0.5299800694780963, | |
0.5284549423584347, | |
-0.5277746844668291, | |
0.5205473475711627, | |
-0.5127499623279951, | |
-0.5061969544231549, | |
-0.4994683060036876, | |
0.49689924648167005, | |
0.4909536169326682, | |
0.48464193528234595, | |
-0.47944109767804904, | |
0.47151897801268766, | |
-0.46419235122602903, | |
-0.4557817676011796, | |
0.4556810029639201, | |
-0.452995589630206, | |
-0.43550076617263034, | |
0.4354022111431127, | |
0.4163076256090547, | |
-0.4131157962314044, | |
0.411360577693304, | |
-0.40939976686165747, | |
0.40327893239602985, | |
0.40284825016402304, | |
-0.4020313819185, | |
-0.39783031190006657, | |
0.3840625133548165, | |
0.3815859563857459, | |
-0.35529971067974103, | |
-0.35152697765840146, | |
0.34828514434590635, | |
-0.33211919888208247, | |
-0.32754009693171476, | |
0.32184257087742874, | |
0.32053693747645107, | |
-0.319742139858414, | |
-0.3137394099325771, | |
-0.30715344651664034, | |
0.3010140813517579, | |
-0.2976679215409731, | |
0.29377721252490446, | |
-0.28298387691186083, | |
0.2754604744384426, | |
0.2738431610389678, | |
0.26199103273219804, | |
-0.24651616551285768, | |
-0.2451947786777044, | |
0.23706460453933278, | |
0.23422434579844464, | |
-0.23091485660663116, | |
0.230186369200684, | |
-0.22885829566221993, | |
0.22160964261507313, | |
0.2153307541952712, | |
0.21307401638732465, | |
0.21108858542259173, | |
0.1948713526332024, | |
-0.18965632120036727, | |
-0.18664962187241324, | |
-0.18527479665896954, | |
-0.18440794735493798, | |
0.18360168939289756, | |
-0.178260907342224, | |
0.17812231552012514, | |
-0.1735082362722575, | |
0.16702176358740714, | |
-0.16259396230864276, | |
-0.16196631722300386, | |
-0.1592217054124121, | |
-0.1580137354515954, | |
0.15331332629944536, | |
0.15300891576540368, | |
0.15181538202938968, | |
0.15056561322495524, | |
0.14622373174606723, | |
0.14349440215024983, | |
0.1414413234707917, | |
0.14050089809054636, | |
0.14016504300693372, | |
0.13474963436945517, | |
-0.13177246533965545, | |
-0.12164877504158417, | |
-0.11919276430159129, | |
0.11861760876566109, | |
-0.11150568711781868, | |
-0.10371417288428188, | |
-0.10234753976130766, | |
0.1022206242722742, | |
0.09963601906897511, | |
-0.09697887334325853, | |
-0.09462608706348391, | |
0.09273280382197757, | |
0.08744064961005302, | |
0.08464521177282713, | |
0.08399205003549057, | |
-0.0825747670130296, | |
0.07688566814355852, | |
0.07475749431596246, | |
0.07440203476603861, | |
-0.07170812183644226, | |
0.06936588878707958, | |
-0.060847094256159875, | |
0.0589035891533518, | |
0.05011742183687841, | |
0.04839090356911845, | |
0.04615883380155776, | |
-0.042028311534949285, | |
0.04057022704385515, | |
-0.037784634361162174, | |
-0.033842387493487, | |
-0.027235785652516217, | |
0.022659255868887406, | |
-0.01594483969438184, | |
0.01504398825911705, | |
-0.015029234111890928, | |
0.013865648050641676, | |
0.007464695605458822, | |
-0.0016254458101505117, | |
-0.0008609174013324301 | |
], | |
"Absolute Coefficient": [ | |
4.866091940771093, | |
4.627066804243652, | |
4.429124616532246, | |
3.7991889972212665, | |
3.792266262084785, | |
3.771127610056082, | |
3.7300919871184677, | |
3.5666964636048735, | |
3.3493763803328855, | |
3.3202432283370356, | |
3.2544222913055774, | |
3.047166199253243, | |
2.7684932715090302, | |
2.748770148980452, | |
2.7246873741133926, | |
2.717512976765244, | |
2.5135561383333815, | |
2.458704431943951, | |
2.4460929873369825, | |
2.4347902520650586, | |
2.4208417605378214, | |
2.416855010840647, | |
2.376270097371595, | |
2.373969218561449, | |
2.366413686262358, | |
2.257931364785644, | |
2.2478336892409954, | |
2.2300510097596375, | |
2.2033192231716487, | |
2.0802925437062068, | |
2.057409704432727, | |
2.0350441396657852, | |
2.0203536231828747, | |
2.019854462355425, | |
2.0131105419747164, | |
1.9582483938096233, | |
1.9509396756187531, | |
1.950516694096904, | |
1.8732561884888443, | |
1.8672612113582159, | |
1.859396550093068, | |
1.8347995111213933, | |
1.7810157979043622, | |
1.7639349858089914, | |
1.7434595238865909, | |
1.741342884744041, | |
1.7282651409706433, | |
1.7119886403336617, | |
1.7027762190462545, | |
1.6901317549403778, | |
1.6851440672673197, | |
1.6787007110009609, | |
1.6359662818423122, | |
1.6291397721387189, | |
1.5912325004963437, | |
1.5541604583030348, | |
1.533725964521883, | |
1.5241794379438316, | |
1.523720685359333, | |
1.5199831720082555, | |
1.5190476242243978, | |
1.5175621538860293, | |
1.5032238309694108, | |
1.4869607299661236, | |
1.4783260379616314, | |
1.464515592938512, | |
1.4591790911376605, | |
1.4549697641141732, | |
1.451112259279787, | |
1.4253370367389648, | |
1.3955413917851833, | |
1.3811722300195826, | |
1.3575802149186293, | |
1.3510948976829362, | |
1.3366310898024851, | |
1.3348222055866805, | |
1.3114685325616093, | |
1.3031036450179885, | |
1.2812391557161504, | |
1.2605758644849108, | |
1.2359229421332676, | |
1.2288241330184866, | |
1.2277030375361824, | |
1.2157878653257563, | |
1.2043101512442418, | |
1.1987801616704856, | |
1.194064856884974, | |
1.1894020725593941, | |
1.1846473516737455, | |
1.1512190257185768, | |
1.1511671256540963, | |
1.1085108956092558, | |
1.1010468102789595, | |
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}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 53.61111111111111, | |
"precision": 21.869553764290607, | |
"recall": 56.142857142857146, | |
"f1": 30.775185080369305 | |
}, | |
"selection": { | |
"precision": 1.0190522933575088, | |
"recall": 0.8178438661710038, | |
"f1": 0.9073121273395699, | |
"jaccard": 0.456666400057321 | |
} | |
} | |
} |