| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "MFSD3", | |
| "ANKRD20A11P", | |
| "LTA4H", | |
| "CCDC170", | |
| "HLA-L", | |
| "LCT", | |
| "PARD3B", | |
| "NEIL1", | |
| "HTN1", | |
| "NUDC", | |
| "DCPS", | |
| "ITSN1", | |
| "FAM24A", | |
| "BLVRA", | |
| "ENC1", | |
| "CADPS", | |
| "NDC1", | |
| "KAT2B", | |
| "RGS17", | |
| "MIR9-1", | |
| "ELAPOR1", | |
| "OR1N1", | |
| "STXBP1", | |
| "PGC", | |
| "FAM167A-AS1", | |
| "TMEM255B", | |
| "CPT1A", | |
| "TTLL7", | |
| "IL13", | |
| "APBB2", | |
| "HMGN2P46", | |
| "AKAP12", | |
| "DVL2", | |
| "LRRC43", | |
| "DERL3", | |
| "MYH1", | |
| "PIDD1", | |
| "ZNF620", | |
| "CPA3", | |
| "ELL3", | |
| "HLA-DPB2", | |
| "ECRG4", | |
| "CCR9", | |
| "SCARNA8", | |
| "LRIG3", | |
| "PGM5P2", | |
| "HTN3", | |
| "MRPL38", | |
| "TTC41P", | |
| "CCNI", | |
| "HLA-DQB1", | |
| "MDS2", | |
| "CROCC", | |
| "ICA1L", | |
| "ATP2B3", | |
| "NYAP2", | |
| "CYP27A1", | |
| "DEFB119", | |
| "SCG3", | |
| "IFNE", | |
| "SNORD113-4", | |
| "DOCK3", | |
| "UQCC3", | |
| "TNKS1BP1", | |
| "LGI4", | |
| "SLC25A21", | |
| "IL10", | |
| "COL4A6", | |
| "F7", | |
| "AFAP1L2", | |
| "GSDME", | |
| "MYBPC1", | |
| "GTF2A1", | |
| "CLLU1", | |
| "PGM5", | |
| "C1orf174", | |
| "ATOH8", | |
| "NBPF22P", | |
| "HTR3B", | |
| "NOVA1", | |
| "NT5M", | |
| "SPINK2", | |
| "APIP", | |
| "TXNDC8", | |
| "SLC25A34", | |
| "LINC00272", | |
| "ADCK1", | |
| "CHST7", | |
| "SCHIP1", | |
| "MIR320A", | |
| "POC1A", | |
| "MTNR1B", | |
| "EHHADH", | |
| "KIAA1656", | |
| "OSGIN1", | |
| "VWA5B2", | |
| "DRICH1", | |
| "PTGDS", | |
| "ADH6", | |
| "KTN1-AS1", | |
| "OR10A7", | |
| "PLD6", | |
| "MMP12", | |
| "MROH8", | |
| "NAPSB", | |
| "ADGRL1", | |
| "TXNDC11", | |
| "CEND1", | |
| "RAB11FIP3", | |
| "TCEAL1", | |
| "SERINC2", | |
| "FKBPL", | |
| "SH3D19", | |
| "SLC25A47", | |
| "SEMA3A", | |
| "NPAS3", | |
| "LINC02912", | |
| "IFT122", | |
| "PEX10", | |
| "ZNF20", | |
| "OR4A16", | |
| "JAKMIP3", | |
| "CFD", | |
| "SPHK1", | |
| "CACNB2", | |
| "MFSD4A", | |
| "CFAP53", | |
| "MARCHF8", | |
| "TIGD1", | |
| "GFOD3P", | |
| "TBX6", | |
| "RRH", | |
| "GIPR", | |
| "THOC3", | |
| "CYP26B1", | |
| "C2orf81", | |
| "FOXRED1", | |
| "SMAD9", | |
| "MCAM", | |
| "CD93", | |
| "PI3", | |
| "TGFB2", | |
| "PTP4A3", | |
| "CRCT1", | |
| "G0S2", | |
| "METTL27", | |
| "HACD1", | |
| "GTF2H2", | |
| "C14orf93", | |
| "CCDC158", | |
| "RDH5", | |
| "GCM1", | |
| "COA1", | |
| "GCHFR", | |
| "CCNA1", | |
| "IL31RA", | |
| "JOSD2", | |
| "MEDAG", | |
| "NCKAP5", | |
| "CPLANE2", | |
| "EWSAT1", | |
| "AP1M2", | |
| "TUBB6", | |
| "LEKR1", | |
| "CCDC122", | |
| "GTF2H2B", | |
| "GTF2H2C_2", | |
| "GTF2H2C" | |
| ], | |
| "Coefficient": [ | |
| -0.06720376490320251, | |
| -0.06148442572213511, | |
| 0.05768591317563426, | |
| 0.053164649024477026, | |
| 0.049675827193960125, | |
| 0.045170578980370135, | |
| 0.04443045014442622, | |
| 0.042315774873775296, | |
| 0.041379765673581606, | |
| 0.040931517108112006, | |
| -0.04075764964660494, | |
| -0.03884199156066576, | |
| 0.038696250625481474, | |
| -0.038212772902289895, | |
| -0.038030208147155325, | |
| -0.03745908883855852, | |
| 0.03672645338678238, | |
| 0.03663143508751535, | |
| 0.03660359225761369, | |
| 0.03632128153229431, | |
| 0.035703336679561284, | |
| 0.03472465612256222, | |
| 0.033429345814281204, | |
| -0.03048270567595839, | |
| 0.030218263974626156, | |
| -0.030049826019892752, | |
| 0.03002449234102632, | |
| -0.0297799420813925, | |
| 0.028127070973572137, | |
| 0.027623438490317256, | |
| 0.02677986408366878, | |
| -0.025881700013133817, | |
| -0.025528256677223162, | |
| 0.025153673035790493, | |
| -0.024686885971721688, | |
| -0.024332285981282873, | |
| 0.02399843062803874, | |
| -0.02309420836652917, | |
| -0.02284308930885819, | |
| 0.022448072938495954, | |
| 0.022271630468455487, | |
| -0.02210315315583439, | |
| -0.022059655424337857, | |
| -0.02159131234472509, | |
| 0.02132585836759336, | |
| -0.021305568307107167, | |
| -0.020801708239525936, | |
| 0.020230405519012857, | |
| -0.020064249642717327, | |
| 0.019675184472273923, | |
| 0.01933312411227161, | |
| 0.019268213831856708, | |
| 0.01891588077138822, | |
| -0.018612809782833216, | |
| 0.018147096767267765, | |
| 0.01814074610566328, | |
| 0.01812154746556372, | |
| 0.01753668672858147, | |
| -0.017412781068583266, | |
| 0.017400270411894334, | |
| 0.0167562359818804, | |
| 0.01669237093356472, | |
| -0.01651656207774652, | |
| -0.01627435009271289, | |
| -0.015996843706352792, | |
| -0.01577333507919898, | |
| 0.01466315676615997, | |
| 0.013991039813503477, | |
| 0.013861341862937434, | |
| -0.013319750703677108, | |
| 0.012721408109666371, | |
| -0.01237867667084463, | |
| -0.012320867785878322, | |
| -0.012253708547803973, | |
| -0.012251820066444756, | |
| 0.012040116529685495, | |
| 0.011762001276175948, | |
| -0.011662531423913316, | |
| -0.011557744607259545, | |
| 0.011480930346370629, | |
| 0.011388661031116746, | |
| 0.011019089629193471, | |
| 0.010887857480788196, | |
| -0.01062320753947436, | |
| 0.010592028380471323, | |
| 0.010580510349470893, | |
| 0.01013808610459542, | |
| -0.010064451963199677, | |
| -0.009879816367375152, | |
| -0.009689911378471918, | |
| 0.009514446937117114, | |
| -0.008618897605287395, | |
| 0.008450951239364266, | |
| 0.008429255233555605, | |
| -0.008321934310339991, | |
| -0.008246743734890469, | |
| 0.008101097304432734, | |
| -0.007927063829986274, | |
| 0.007817174790889846, | |
| -0.007795249406555448, | |
| 0.007769003342288324, | |
| 0.007688798025161893, | |
| 0.007594898078532634, | |
| -0.007439181697682554, | |
| -0.007283518851128035, | |
| 0.0072776384311391065, | |
| -0.00720244977797675, | |
| -0.006822927257992735, | |
| 0.006670976217334538, | |
| -0.006449348923096381, | |
| 0.006434720284490778, | |
| 0.006386691230852469, | |
| 0.006337927534042621, | |
| 0.00628419980203608, | |
| 0.005947257771177085, | |
| -0.005796663051147285, | |
| 0.005692290620092958, | |
| 0.005622639850324126, | |
| -0.005459725935994447, | |
| -0.005209543016552637, | |
| -0.005093523128935364, | |
| 0.005000674511892851, | |
| -0.00481600485678684, | |
| 0.0047454008810829205, | |
| -0.004505268577546595, | |
| 0.0044364045295254406, | |
| -0.004397796323890865, | |
| 0.004381968106273624, | |
| -0.00407018668408971, | |
| 0.003954939603280251, | |
| 0.0037774879904074426, | |
| -0.0035905828969269296, | |
| 0.0035745217266813555, | |
| 0.003467950128848808, | |
| -0.0033884808914318326, | |
| -0.0032483672797731407, | |
| 0.003218031399398082, | |
| -0.0028960020130660035, | |
| -0.0027614306738904916, | |
| 0.0026757393095490226, | |
| -0.0026189203738199384, | |
| -0.002582745345548055, | |
| -0.0025659310091617174, | |
| 0.0024199005254676846, | |
| -0.002403472056410479, | |
| -0.002102995950273966, | |
| 0.001917495711749491, | |
| -0.0017764475387776276, | |
| -0.0017472674436842899, | |
| 0.0016885073534106034, | |
| 0.0016604493899754214, | |
| -0.0016396250271950082, | |
| 0.0016353991200779244, | |
| 0.0014788147036111949, | |
| -0.0013742847980068333, | |
| -0.0007501627429824054, | |
| 0.0007179495431111147, | |
| -0.000617272155421692, | |
| 0.0005212907693579901, | |
| 0.0003529696798097549, | |
| -0.0003188057183209537, | |
| -0.000270268049100749, | |
| 0.0002676968122497553, | |
| 0.00010661193247760704, | |
| 9.928216151694171e-06, | |
| -2.247810701265722e-17, | |
| -6.254777603522009e-18, | |
| -4.6910832026415064e-18 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.06720376490320251, | |
| 0.06148442572213511, | |
| 0.05768591317563426, | |
| 0.053164649024477026, | |
| 0.049675827193960125, | |
| 0.045170578980370135, | |
| 0.04443045014442622, | |
| 0.042315774873775296, | |
| 0.041379765673581606, | |
| 0.040931517108112006, | |
| 0.04075764964660494, | |
| 0.03884199156066576, | |
| 0.038696250625481474, | |
| 0.038212772902289895, | |
| 0.038030208147155325, | |
| 0.03745908883855852, | |
| 0.03672645338678238, | |
| 0.03663143508751535, | |
| 0.03660359225761369, | |
| 0.03632128153229431, | |
| 0.035703336679561284, | |
| 0.03472465612256222, | |
| 0.033429345814281204, | |
| 0.03048270567595839, | |
| 0.030218263974626156, | |
| 0.030049826019892752, | |
| 0.03002449234102632, | |
| 0.0297799420813925, | |
| 0.028127070973572137, | |
| 0.027623438490317256, | |
| 0.02677986408366878, | |
| 0.025881700013133817, | |
| 0.025528256677223162, | |
| 0.025153673035790493, | |
| 0.024686885971721688, | |
| 0.024332285981282873, | |
| 0.02399843062803874, | |
| 0.02309420836652917, | |
| 0.02284308930885819, | |
| 0.022448072938495954, | |
| 0.022271630468455487, | |
| 0.02210315315583439, | |
| 0.022059655424337857, | |
| 0.02159131234472509, | |
| 0.02132585836759336, | |
| 0.021305568307107167, | |
| 0.020801708239525936, | |
| 0.020230405519012857, | |
| 0.020064249642717327, | |
| 0.019675184472273923, | |
| 0.01933312411227161, | |
| 0.019268213831856708, | |
| 0.01891588077138822, | |
| 0.018612809782833216, | |
| 0.018147096767267765, | |
| 0.01814074610566328, | |
| 0.01812154746556372, | |
| 0.01753668672858147, | |
| 0.017412781068583266, | |
| 0.017400270411894334, | |
| 0.0167562359818804, | |
| 0.01669237093356472, | |
| 0.01651656207774652, | |
| 0.01627435009271289, | |
| 0.015996843706352792, | |
| 0.01577333507919898, | |
| 0.01466315676615997, | |
| 0.013991039813503477, | |
| 0.013861341862937434, | |
| 0.013319750703677108, | |
| 0.012721408109666371, | |
| 0.01237867667084463, | |
| 0.012320867785878322, | |
| 0.012253708547803973, | |
| 0.012251820066444756, | |
| 0.012040116529685495, | |
| 0.011762001276175948, | |
| 0.011662531423913316, | |
| 0.011557744607259545, | |
| 0.011480930346370629, | |
| 0.011388661031116746, | |
| 0.011019089629193471, | |
| 0.010887857480788196, | |
| 0.01062320753947436, | |
| 0.010592028380471323, | |
| 0.010580510349470893, | |
| 0.01013808610459542, | |
| 0.010064451963199677, | |
| 0.009879816367375152, | |
| 0.009689911378471918, | |
| 0.009514446937117114, | |
| 0.008618897605287395, | |
| 0.008450951239364266, | |
| 0.008429255233555605, | |
| 0.008321934310339991, | |
| 0.008246743734890469, | |
| 0.008101097304432734, | |
| 0.007927063829986274, | |
| 0.007817174790889846, | |
| 0.007795249406555448, | |
| 0.007769003342288324, | |
| 0.007688798025161893, | |
| 0.007594898078532634, | |
| 0.007439181697682554, | |
| 0.007283518851128035, | |
| 0.0072776384311391065, | |
| 0.00720244977797675, | |
| 0.006822927257992735, | |
| 0.006670976217334538, | |
| 0.006449348923096381, | |
| 0.006434720284490778, | |
| 0.006386691230852469, | |
| 0.006337927534042621, | |
| 0.00628419980203608, | |
| 0.005947257771177085, | |
| 0.005796663051147285, | |
| 0.005692290620092958, | |
| 0.005622639850324126, | |
| 0.005459725935994447, | |
| 0.005209543016552637, | |
| 0.005093523128935364, | |
| 0.005000674511892851, | |
| 0.00481600485678684, | |
| 0.0047454008810829205, | |
| 0.004505268577546595, | |
| 0.0044364045295254406, | |
| 0.004397796323890865, | |
| 0.004381968106273624, | |
| 0.00407018668408971, | |
| 0.003954939603280251, | |
| 0.0037774879904074426, | |
| 0.0035905828969269296, | |
| 0.0035745217266813555, | |
| 0.003467950128848808, | |
| 0.0033884808914318326, | |
| 0.0032483672797731407, | |
| 0.003218031399398082, | |
| 0.0028960020130660035, | |
| 0.0027614306738904916, | |
| 0.0026757393095490226, | |
| 0.0026189203738199384, | |
| 0.002582745345548055, | |
| 0.0025659310091617174, | |
| 0.0024199005254676846, | |
| 0.002403472056410479, | |
| 0.002102995950273966, | |
| 0.001917495711749491, | |
| 0.0017764475387776276, | |
| 0.0017472674436842899, | |
| 0.0016885073534106034, | |
| 0.0016604493899754214, | |
| 0.0016396250271950082, | |
| 0.0016353991200779244, | |
| 0.0014788147036111949, | |
| 0.0013742847980068333, | |
| 0.0007501627429824054, | |
| 0.0007179495431111147, | |
| 0.000617272155421692, | |
| 0.0005212907693579901, | |
| 0.0003529696798097549, | |
| 0.0003188057183209537, | |
| 0.000270268049100749, | |
| 0.0002676968122497553, | |
| 0.00010661193247760704, | |
| 9.928216151694171e-06, | |
| 2.247810701265722e-17, | |
| 6.254777603522009e-18, | |
| 4.6910832026415064e-18 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 65.71428571428571, | |
| "precision": 63.62337662337662, | |
| "recall": 58.52813852813851, | |
| "f1": 60.725940725940724 | |
| }, | |
| "selection": { | |
| "precision": 0.3077105154151133, | |
| "recall": 1.0256410256410255, | |
| "f1": 0.473389355742297, | |
| "jaccard": 0.2381036743081884 | |
| } | |
| } | |
| } |