{ | |
"significant_genes": { | |
"Variable": [ | |
"TRERF1", | |
"NR1H4", | |
"GNA15", | |
"KCND2", | |
"C18orf15", | |
"PICSAR", | |
"CYCS", | |
"PPP1R7", | |
"PLAAT1", | |
"PTGES3", | |
"CACNA1A", | |
"MAP9", | |
"IRX2", | |
"STYX", | |
"MYOCD", | |
"HEATR5B", | |
"ALX3", | |
"M1AP", | |
"SERPINC1", | |
"POLR3E", | |
"TTTY6", | |
"PNLIPRP2", | |
"KRBOX5", | |
"CREB3L2", | |
"MAPK4", | |
"CEP89", | |
"GLB1L2", | |
"DNASE1L1", | |
"RASGEF1B", | |
"GRIK3", | |
"CCL20", | |
"GJA3", | |
"ARSG", | |
"KRT1", | |
"ARHGAP4", | |
"CEL", | |
"REG1B", | |
"HOXB9", | |
"CRP", | |
"IFNG", | |
"VCPIP1", | |
"DNASE2B", | |
"NME5", | |
"PEBP1", | |
"MMP13", | |
"NKAIN2", | |
"BAIAP2L1", | |
"RAB3C", | |
"RBKS", | |
"KLHL13", | |
"CKMT2", | |
"DMBT1", | |
"ESPL1", | |
"SPIRE2", | |
"EXT2", | |
"GJB7", | |
"CDKN1C", | |
"APOL3", | |
"TMEM35A", | |
"C6orf147", | |
"PCDHB5", | |
"MEX3C", | |
"SEZ6", | |
"FAM184B", | |
"LINC02897", | |
"KCNC3", | |
"ABCG4", | |
"CCDC73", | |
"GSTM4", | |
"TMEM132E", | |
"GLYAT", | |
"ANKRD2", | |
"PLA2G2C", | |
"PFDN6", | |
"GDNF", | |
"CPT1A", | |
"MASP2", | |
"CCT6B", | |
"CFAP70", | |
"CFAP144", | |
"SLC66A1LP", | |
"SLC46A1", | |
"GRB14", | |
"MOK", | |
"COX15", | |
"TRIM53AP", | |
"CHURC1", | |
"TRPT1", | |
"BTBD16", | |
"NYNRIN", | |
"CELSR2", | |
"TRIM8", | |
"ZNF334", | |
"RGS1", | |
"POGLUT1", | |
"XPC", | |
"KYAT3", | |
"HOXC5", | |
"RPRM", | |
"ZCWPW2", | |
"CDK11A", | |
"NIPA2", | |
"LRIF1", | |
"NRN1", | |
"KCTD16", | |
"LYRM9", | |
"POLR2E", | |
"FERRY3", | |
"NDUFV3", | |
"PDHA1", | |
"CD40", | |
"INTS10", | |
"OR8A1", | |
"NSG2", | |
"HBG1", | |
"PCP2", | |
"EPHB1", | |
"FN1", | |
"PLEKHB1", | |
"GAA", | |
"H1-2", | |
"PCDHA6", | |
"SPACA3", | |
"HSPB3", | |
"BMP15", | |
"PPAT", | |
"CFAP300", | |
"TMPRSS5", | |
"KL", | |
"CENPB", | |
"ZNF32-AS2", | |
"NLRP14", | |
"SSTR5", | |
"TAMM41", | |
"TCN1", | |
"ADAM32", | |
"BRINP3", | |
"ANKRD20A20P", | |
"GDF6", | |
"CLCC1", | |
"YBEY", | |
"RPP14", | |
"PIK3R3", | |
"LY6D", | |
"MIR1915HG", | |
"ZNF778", | |
"ANKRD20A1", | |
"MST1", | |
"OR2B6", | |
"CNTN4", | |
"ALKBH2", | |
"TMPPE", | |
"HARBI1", | |
"NRN1L", | |
"DUS4L", | |
"FBXW10", | |
"USP12", | |
"SERPINI2", | |
"PTPRVP", | |
"ZNF491", | |
"TAS2R19", | |
"CEP15", | |
"KIF5C", | |
"PAX7", | |
"OSGEPL1", | |
"NFIL3", | |
"LINC02860", | |
"FREM1", | |
"TONSL", | |
"PMS2P5", | |
"RPRML", | |
"PSPH", | |
"FGL1", | |
"NOTCH2NLB", | |
"OR4S1", | |
"TMEM169", | |
"GALNT11", | |
"AURKC", | |
"CWH43", | |
"HSCB", | |
"RNASE12", | |
"NAPRT", | |
"F5", | |
"SCNM1", | |
"FBXO4", | |
"NPFFR2", | |
"SOWAHD", | |
"NOL7", | |
"PLBD1", | |
"IFIT1", | |
"SIGLEC12", | |
"FAM138E", | |
"CD200", | |
"CCDC159", | |
"ENC1", | |
"TBC1D4", | |
"CEP164", | |
"COASY", | |
"ECH1", | |
"OR2A20P", | |
"TMA16", | |
"NKPD1", | |
"SSBP4", | |
"CLDN1", | |
"ATF5", | |
"SASH1", | |
"SURF1", | |
"SRD5A3", | |
"RTN4RL1", | |
"MRPL42P5", | |
"FOLH1B", | |
"ZNF570", | |
"MARCHF2", | |
"DNAI3", | |
"CKM", | |
"SLC9A7", | |
"LINC00588", | |
"SNORD12B", | |
"SYT4", | |
"PCDHB16", | |
"PCP4", | |
"ZNF764", | |
"NUDT9", | |
"TPPP", | |
"NPTX1", | |
"GZMB", | |
"DNAH12", | |
"IL17B", | |
"PCDHB4", | |
"BIRC3", | |
"GABRB2", | |
"IGH", | |
"PRCD", | |
"NAT8B", | |
"ABHD12B", | |
"BTBD17", | |
"PLA2G15", | |
"PKD1L2", | |
"CHMP2A", | |
"ZNF619", | |
"ZNF133", | |
"VWCE", | |
"RGPD1", | |
"LMBR1L", | |
"VAX1", | |
"PRAC1", | |
"FKBP4", | |
"POTEB", | |
"FNDC3B", | |
"HSPA4", | |
"MDH1B", | |
"CDK11B", | |
"LAMA3", | |
"UBD", | |
"ANKRD34A", | |
"TNNI3" | |
], | |
"Coefficient": [ | |
0.08773689250164143, | |
0.0828357373716304, | |
-0.0803346140626493, | |
-0.06337532787911956, | |
0.06312431271845957, | |
-0.06025053042663206, | |
0.054115895564035614, | |
0.050509905973662894, | |
-0.04866791168726995, | |
-0.04833487210623389, | |
-0.04787934581108223, | |
0.04438793553406248, | |
-0.043756447491904604, | |
-0.04325789237773391, | |
0.04250624554269189, | |
-0.0425028771046737, | |
0.04248520184626332, | |
0.04192733821189926, | |
0.041823495981273995, | |
0.04076826399046794, | |
-0.03968663008129426, | |
0.03900577270861294, | |
-0.0389978301835707, | |
-0.03802512811800726, | |
0.03790680865046414, | |
0.037388905351856634, | |
-0.03715530814866505, | |
0.03712573901146934, | |
-0.03643115245712701, | |
0.03594977508792642, | |
0.03353525448385332, | |
0.03340349239239464, | |
0.033258238097499664, | |
-0.033024173971299114, | |
0.03274043898122183, | |
-0.03270451624462555, | |
-0.03257799933960441, | |
0.032072857217586445, | |
0.0314921977839806, | |
-0.0312301138052589, | |
-0.03044793147154013, | |
-0.02972997239587735, | |
-0.029627342975889776, | |
-0.029217067900350207, | |
0.028543622374535886, | |
0.027015030296673726, | |
0.026930489444862222, | |
-0.026652925270450486, | |
0.026349676796584225, | |
-0.02571565949166344, | |
-0.025674340365033754, | |
-0.025625971635631087, | |
-0.025590583583359326, | |
0.0255047717269324, | |
0.02541996101270711, | |
0.02526735718779368, | |
-0.025106152285789985, | |
-0.025020178415294553, | |
-0.02473411161382541, | |
0.02467164255076819, | |
0.024346259480732574, | |
0.024244134533789548, | |
-0.024142382294900143, | |
-0.023419763323817233, | |
0.022733656423339684, | |
0.02270105115521397, | |
0.022469302200118887, | |
0.022056304382273663, | |
0.021830847707173126, | |
0.02144966869767093, | |
0.021274026170196417, | |
0.02019784576887795, | |
-0.020047514513242673, | |
0.018851745713647155, | |
-0.01880162790094088, | |
0.018592158296700356, | |
-0.018526620977295596, | |
-0.018508025446160627, | |
-0.01840777005458795, | |
0.01823435978030968, | |
-0.018192033063058288, | |
0.017983535875669546, | |
0.017663667802286297, | |
-0.017605971879292453, | |
-0.017591027688390312, | |
-0.017326752303579954, | |
-0.01715862818354066, | |
0.016810768017580163, | |
-0.016704262674279182, | |
-0.016634439751734266, | |
-0.016574033720339283, | |
-0.01656605523143757, | |
-0.016556638647454987, | |
0.01634192644945648, | |
0.016313349230497737, | |
-0.0162395008249556, | |
-0.016238148523995997, | |
-0.0158981684577098, | |
-0.015875753920851884, | |
-0.01580147226720782, | |
0.015657993827273165, | |
-0.015644229109768357, | |
-0.015499845684958586, | |
-0.015252319733769951, | |
0.01513151374670023, | |
-0.015016369694423685, | |
-0.014908012535219608, | |
0.014628168708021066, | |
-0.014463704520220113, | |
-0.01443666933461565, | |
-0.014360171949317711, | |
-0.014101587815741166, | |
0.01404788070545063, | |
-0.013485744751753771, | |
0.013130453219683216, | |
-0.013076835613816095, | |
0.012994371742494364, | |
0.01261831813331835, | |
-0.012564216142836196, | |
0.012549690507459268, | |
0.012282908642875439, | |
-0.011967889901152612, | |
0.011838089409237787, | |
-0.011828572222274644, | |
-0.011794778878585434, | |
-0.011594533110801265, | |
-0.011508445452109507, | |
-0.011448483392572205, | |
-0.011406371356715198, | |
-0.0113850058657932, | |
-0.011285723646068132, | |
0.010986653763298639, | |
0.010833193087014033, | |
-0.010811156494397393, | |
-0.010671416051646041, | |
-0.01064859623038678, | |
0.010379094146111942, | |
-0.010361666103084461, | |
-0.010105423399938146, | |
0.009817593095064473, | |
0.00980010017143328, | |
-0.009571750069170118, | |
-0.009117266883348232, | |
-0.009091834674779118, | |
0.00905936804981095, | |
0.009007637922307741, | |
-0.00857029895896651, | |
0.008306241362333003, | |
0.008192556909292045, | |
0.008166952541420813, | |
-0.008148502101454107, | |
0.008026203364014611, | |
0.008014594817846388, | |
0.007783598473108055, | |
-0.007640524586438141, | |
-0.007545506498028069, | |
0.007527036550093388, | |
0.007439833992943206, | |
-0.007407650266585003, | |
-0.006963013408733949, | |
-0.006872589786668815, | |
-0.006832933480684185, | |
0.006665379031560316, | |
0.0065778582148013935, | |
-0.006504387154247671, | |
0.00648527373787144, | |
-0.006454816179079332, | |
-0.006228214545338965, | |
0.006090608704117576, | |
-0.006012923483888652, | |
0.005856745713653441, | |
-0.0057345538755374445, | |
-0.00538365809913382, | |
0.005358699220632864, | |
0.0052433935845804195, | |
0.005135298793372464, | |
-0.00506906272268221, | |
0.005022134868955008, | |
0.004954405509490204, | |
0.004918543538431695, | |
-0.004895476419905845, | |
0.004836080536407916, | |
-0.0048076156037214915, | |
0.0046745551604899255, | |
-0.004634288361083639, | |
0.004595760150548684, | |
-0.004428014957796775, | |
0.0041984705596142, | |
-0.003992925225159144, | |
0.003945390379373496, | |
-0.003940823383210231, | |
-0.0039097167589190185, | |
-0.003902429712611221, | |
0.003730400648026349, | |
-0.0036483445139357863, | |
-0.003559006730354374, | |
-0.003402939739507236, | |
-0.0032021743800559237, | |
0.0030910001466832927, | |
-0.003035087526288752, | |
-0.002983197200613318, | |
0.0029475650966168075, | |
-0.0028864122242497976, | |
-0.0028542233000760408, | |
-0.0028468176524120412, | |
-0.002754817758815892, | |
0.002706504422130105, | |
-0.0026632678544285344, | |
0.0024286370805856093, | |
-0.0024083128643646702, | |
0.0023537054076655994, | |
0.0023427053298916375, | |
-0.002299959902091829, | |
-0.0022907064065244447, | |
-0.00228544438443298, | |
-0.0022800252020330498, | |
-0.0022484449559920746, | |
0.00217281743069463, | |
-0.002125678071548866, | |
0.002114155697173266, | |
0.002086539247162899, | |
0.0020542356765676536, | |
0.0019992598599391518, | |
0.001978072831211517, | |
0.0019255235203697347, | |
-0.0018057249747593215, | |
-0.0017253509481595071, | |
-0.0016918390977815245, | |
0.0016322089773467864, | |
0.0014259531855221315, | |
0.0013779912809053644, | |
-0.0009950501751771871, | |
-0.0009144825454010511, | |
0.0008390427964159108, | |
-0.0007517778422782786, | |
-0.0006996808511535694, | |
0.0006664320535377768, | |
0.0005970032745636634, | |
0.0004923153074917938, | |
-0.0003287071115161865, | |
0.0003268552279586006, | |
-0.00028932470965654087, | |
0.0002619860693277254, | |
-0.00026032826079982015, | |
-0.00017917397256967952, | |
0.00017430697665891799, | |
0.00012699675882366223, | |
-0.00010155247750884424, | |
6.17563501169043e-05, | |
5.8257166020828705e-05, | |
-5.28775277594225e-05, | |
3.733034379399648e-05, | |
3.657175117687101e-05, | |
-2.7681108204658647e-05, | |
1.7089463946067008e-05, | |
-1.5707591900998806e-05 | |
], | |
"Absolute Coefficient": [ | |
0.08773689250164143, | |
0.0828357373716304, | |
0.0803346140626493, | |
0.06337532787911956, | |
0.06312431271845957, | |
0.06025053042663206, | |
0.054115895564035614, | |
0.050509905973662894, | |
0.04866791168726995, | |
0.04833487210623389, | |
0.04787934581108223, | |
0.04438793553406248, | |
0.043756447491904604, | |
0.04325789237773391, | |
0.04250624554269189, | |
0.0425028771046737, | |
0.04248520184626332, | |
0.04192733821189926, | |
0.041823495981273995, | |
0.04076826399046794, | |
0.03968663008129426, | |
0.03900577270861294, | |
0.0389978301835707, | |
0.03802512811800726, | |
0.03790680865046414, | |
0.037388905351856634, | |
0.03715530814866505, | |
0.03712573901146934, | |
0.03643115245712701, | |
0.03594977508792642, | |
0.03353525448385332, | |
0.03340349239239464, | |
0.033258238097499664, | |
0.033024173971299114, | |
0.03274043898122183, | |
0.03270451624462555, | |
0.03257799933960441, | |
0.032072857217586445, | |
0.0314921977839806, | |
0.0312301138052589, | |
0.03044793147154013, | |
0.02972997239587735, | |
0.029627342975889776, | |
0.029217067900350207, | |
0.028543622374535886, | |
0.027015030296673726, | |
0.026930489444862222, | |
0.026652925270450486, | |
0.026349676796584225, | |
0.02571565949166344, | |
0.025674340365033754, | |
0.025625971635631087, | |
0.025590583583359326, | |
0.0255047717269324, | |
0.02541996101270711, | |
0.02526735718779368, | |
0.025106152285789985, | |
0.025020178415294553, | |
0.02473411161382541, | |
0.02467164255076819, | |
0.024346259480732574, | |
0.024244134533789548, | |
0.024142382294900143, | |
0.023419763323817233, | |
0.022733656423339684, | |
0.02270105115521397, | |
0.022469302200118887, | |
0.022056304382273663, | |
0.021830847707173126, | |
0.02144966869767093, | |
0.021274026170196417, | |
0.02019784576887795, | |
0.020047514513242673, | |
0.018851745713647155, | |
0.01880162790094088, | |
0.018592158296700356, | |
0.018526620977295596, | |
0.018508025446160627, | |
0.01840777005458795, | |
0.01823435978030968, | |
0.018192033063058288, | |
0.017983535875669546, | |
0.017663667802286297, | |
0.017605971879292453, | |
0.017591027688390312, | |
0.017326752303579954, | |
0.01715862818354066, | |
0.016810768017580163, | |
0.016704262674279182, | |
0.016634439751734266, | |
0.016574033720339283, | |
0.01656605523143757, | |
0.016556638647454987, | |
0.01634192644945648, | |
0.016313349230497737, | |
0.0162395008249556, | |
0.016238148523995997, | |
0.0158981684577098, | |
0.015875753920851884, | |
0.01580147226720782, | |
0.015657993827273165, | |
0.015644229109768357, | |
0.015499845684958586, | |
0.015252319733769951, | |
0.01513151374670023, | |
0.015016369694423685, | |
0.014908012535219608, | |
0.014628168708021066, | |
0.014463704520220113, | |
0.01443666933461565, | |
0.014360171949317711, | |
0.014101587815741166, | |
0.01404788070545063, | |
0.013485744751753771, | |
0.013130453219683216, | |
0.013076835613816095, | |
0.012994371742494364, | |
0.01261831813331835, | |
0.012564216142836196, | |
0.012549690507459268, | |
0.012282908642875439, | |
0.011967889901152612, | |
0.011838089409237787, | |
0.011828572222274644, | |
0.011794778878585434, | |
0.011594533110801265, | |
0.011508445452109507, | |
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}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 64.89795918367346, | |
"precision": 44.45378151260504, | |
"recall": 47.82141250562303, | |
"f1": 45.57394569564955 | |
}, | |
"selection": { | |
"precision": 0.2704490943677115, | |
"recall": 4.615384615384615, | |
"f1": 0.5109394872172967, | |
"jaccard": 0.2572719465292558 | |
} | |
} | |
} |