{ | |
"significant_genes": { | |
"Variable": [ | |
"HPN", | |
"A2M", | |
"ACSM3", | |
"ABCA6", | |
"BTBD19", | |
"CIB4", | |
"ARSF", | |
"ACSM4", | |
"ANKRD53", | |
"ARHGAP44", | |
"CD207", | |
"AFP", | |
"ACE", | |
"DNAH10", | |
"ARMH4", | |
"BICDL1", | |
"GRM8", | |
"ARRDC1-AS1", | |
"ADRA2C", | |
"GGT7", | |
"CADPS", | |
"EFNA4", | |
"KCTD9", | |
"BIRC7", | |
"CRYZL1", | |
"ASCL1", | |
"ACER3", | |
"TTTY7", | |
"FAM218A", | |
"MIR155HG", | |
"ADGRF1", | |
"TBX1", | |
"ERG", | |
"SPMIP7", | |
"COA7", | |
"AP2B1", | |
"ART1", | |
"ARAP1", | |
"MAP2K2", | |
"ADAMTS2", | |
"CPZ", | |
"CAMK1D", | |
"CDCA3", | |
"APOA1", | |
"CYP2C19", | |
"TNNT1", | |
"GLI1", | |
"SLC25A33", | |
"NTNG1", | |
"C1QTNF2", | |
"BARHL2", | |
"CHRND", | |
"LRTM2", | |
"CX3CL1", | |
"ANKRD20A1", | |
"BPIFA1", | |
"CAMK2N2", | |
"C11orf98", | |
"GAA", | |
"ANKRD26P1", | |
"AMFR", | |
"DEFB103A", | |
"ACTC1", | |
"MRAP", | |
"TRPV3", | |
"SLC29A4", | |
"BRD7P3", | |
"DHCR24", | |
"ACTRT2", | |
"OR5H6", | |
"DBH", | |
"LAPTM5", | |
"BTBD3", | |
"NTPCR", | |
"IMMP1L", | |
"OR4E2", | |
"PRDM12", | |
"PRSS55", | |
"EFEMP1", | |
"ARHGEF12", | |
"ERCC6L2", | |
"ZXDA", | |
"KRTAP4-5", | |
"CAPN11", | |
"CST1", | |
"ASB9", | |
"IL2", | |
"BIN2", | |
"FMOD", | |
"C6orf163", | |
"BEGAIN", | |
"ANXA2", | |
"PTPN20", | |
"TSSK1B", | |
"ZNF28", | |
"PEX12", | |
"FLT1", | |
"COPG2IT1", | |
"C12orf60", | |
"EVA1B", | |
"ITPA", | |
"FREM1", | |
"ACOXL", | |
"FAM3D", | |
"OTOP3", | |
"NIPA1", | |
"GSDMA", | |
"CFAP69", | |
"BSX", | |
"CCDC34", | |
"NPBWR2", | |
"CHURC1", | |
"LRRC8D", | |
"ANKRA2", | |
"KLHL4", | |
"DEFB104B", | |
"ALOX15", | |
"HLA-DPB2", | |
"FUT2", | |
"BEST1", | |
"ALOX15B", | |
"LMX1B", | |
"IPP", | |
"ATP11AUN", | |
"ALOXE3", | |
"PSD2", | |
"EMP1", | |
"ARMCX2", | |
"ACSBG2", | |
"CCDC120", | |
"FBXL21P", | |
"C10orf120", | |
"VIPR2", | |
"PTGS2", | |
"IL33", | |
"ALDH1A2", | |
"MARK2P9", | |
"ARMC9", | |
"MARK1", | |
"MYOCD", | |
"AP1S3", | |
"MOB3B", | |
"CHD7", | |
"ALAD", | |
"ABT1", | |
"LRRC4B", | |
"ACTL6B", | |
"TRPA1", | |
"TTC39A", | |
"ANKRD63", | |
"BTBD16", | |
"CD109", | |
"OR4F4", | |
"ANKIB1", | |
"CDON", | |
"AP1AR", | |
"CYP1B1-AS1", | |
"OR4D2", | |
"ACVR1C", | |
"SPIDR", | |
"NAXD", | |
"C15orf32", | |
"OR5AP2", | |
"APOB", | |
"DOCK6", | |
"ADGRG7", | |
"APOBEC4", | |
"AGBL1", | |
"DHX57", | |
"CBY3", | |
"NWD2", | |
"GPALPP1", | |
"KRT12", | |
"BGLAP", | |
"CFAP418", | |
"CFL2", | |
"SLC25A29", | |
"ICA1L", | |
"ANAPC15", | |
"CENPX", | |
"SMC2", | |
"PIK3C2G", | |
"EFNB3", | |
"SP6", | |
"ANKDD1B", | |
"ACTN1", | |
"ERAS", | |
"OR10A2", | |
"CHST7", | |
"ZNF761", | |
"C6orf58", | |
"ZNF175", | |
"REG1CP", | |
"CLLU1-AS1", | |
"AGBL5", | |
"FOXC2", | |
"FKBP6", | |
"CAMKK2", | |
"ALPP", | |
"ATRNL1", | |
"AHCY", | |
"CA2", | |
"TBC1D28", | |
"ZNF280D", | |
"AHSG", | |
"CAMK1G", | |
"AS3MT", | |
"KNL1", | |
"FAM85A", | |
"FAM118B", | |
"AHCTF1", | |
"BCL2A1", | |
"ARID5A", | |
"CHAD", | |
"CD180", | |
"MTRNR2L7", | |
"FARP2", | |
"CENPS-CORT", | |
"LRRC72", | |
"ADAMTS17", | |
"H1-2", | |
"HUS1", | |
"CADM2", | |
"AMIGO3", | |
"PNLIPRP3", | |
"EIF4E1B", | |
"TSPY26P", | |
"PRR15", | |
"GPR162", | |
"SND1-IT1", | |
"ATXN1", | |
"TAS1R2", | |
"NANP", | |
"HIGD1C", | |
"CHEK1", | |
"ARL2BPP2", | |
"RBFOX2", | |
"C1orf105", | |
"FBXO40", | |
"DGCR11", | |
"LINC02694", | |
"CHN2", | |
"ACOT4", | |
"CSKMT", | |
"RBMX2", | |
"FNDC11", | |
"BMPR2", | |
"ARFGAP3", | |
"CDC42", | |
"AR", | |
"KCNA2", | |
"ANKEF1", | |
"MOK", | |
"ALG1L1P", | |
"AKIP1", | |
"IRF5", | |
"GALNT5", | |
"CREM", | |
"ATP6V1E2", | |
"GRIK4", | |
"PLA2G4C", | |
"DSPP", | |
"RNPEP", | |
"CHRNA1", | |
"DHX40", | |
"HPSE2", | |
"TFCP2", | |
"GNA13", | |
"PRSS16", | |
"GPX2", | |
"PRDM11", | |
"TSC22D2", | |
"C1orf52", | |
"ANKRD30A" | |
], | |
"Coefficient": [ | |
0.04738332189800703, | |
0.04181975824202654, | |
0.03630484467563365, | |
0.03630344348816194, | |
0.0329727764767152, | |
0.03183141742654159, | |
0.028031032018624762, | |
-0.02615114787357242, | |
0.02513257297020181, | |
0.024962965206508425, | |
0.024360740899056092, | |
0.02367829927289081, | |
0.023547416697155057, | |
0.020981501717397957, | |
0.02071906982427391, | |
0.020331439014727278, | |
0.02027641611918526, | |
0.020194066154513704, | |
0.01966170411490035, | |
0.018834791611389796, | |
0.018276881585663454, | |
0.017849283145329835, | |
-0.017820903757823213, | |
-0.016478999028167487, | |
-0.015950959085638605, | |
-0.015538412168127177, | |
0.015427585069939801, | |
0.014700992429335272, | |
0.014636071431100859, | |
0.013779299843413289, | |
0.013572022603378177, | |
0.013260258438472812, | |
0.01305315093041943, | |
0.012505652844090684, | |
0.012305999516307408, | |
-0.012090408198405563, | |
0.012066502149531259, | |
-0.011450812512881717, | |
-0.011140383225841063, | |
0.011036768209500303, | |
0.010142573420950382, | |
0.010053744689091456, | |
0.008781179706510519, | |
0.008758821895428101, | |
-0.008746170667813156, | |
0.008684822488991854, | |
0.008536254116070653, | |
-0.008279284761474975, | |
0.00787984077464496, | |
-0.007872261427543749, | |
0.007735661271692279, | |
-0.007581932009722158, | |
0.0073885295198741294, | |
0.007218926508277634, | |
-0.007120528943923948, | |
0.006983060553991005, | |
0.0069820630856866845, | |
0.0068698641615989025, | |
-0.0068670737286413795, | |
-0.0065208901342936835, | |
0.006388415449054456, | |
-0.006260862105544235, | |
0.006212331102583473, | |
0.006088061233920808, | |
-0.006055244053814604, | |
0.00600073385898419, | |
0.005782246667193788, | |
0.005682817589886622, | |
-0.005671086959251593, | |
-0.005464439504232387, | |
0.005381003678808298, | |
-0.005355761118089948, | |
0.005306979584095511, | |
-0.005257564893209026, | |
-0.004888540996379987, | |
-0.00487541173365628, | |
-0.004823241438793646, | |
0.004795922457802458, | |
0.004661416551222685, | |
0.004583741247979788, | |
-0.004531890509678633, | |
-0.004485718489158608, | |
-0.0042859823385429435, | |
0.004192269451867074, | |
-0.004134716770807172, | |
0.003974572184214241, | |
-0.0038913228796155605, | |
-0.0037408238455826576, | |
0.0036524345713013773, | |
0.0036130338424896656, | |
-0.0035432142333056684, | |
0.003541902965617338, | |
0.0035357547287537946, | |
0.003481212336138796, | |
-0.003440079818916602, | |
-0.0033502180587215357, | |
0.0032797241729341916, | |
0.0032257372857330993, | |
0.0030731839744872202, | |
-0.0030294349821465543, | |
-0.0030170899906787805, | |
-0.002915432569625224, | |
-0.002879266403873395, | |
0.0027536363021446087, | |
0.00274100217456501, | |
0.002733923047053148, | |
0.002665513923156732, | |
0.0026327570374904247, | |
0.002607834551919134, | |
0.0025891398784609995, | |
0.002563062665029019, | |
0.0025408925268088894, | |
-0.0025273169147362875, | |
-0.002418750690866004, | |
-0.002416392543719892, | |
-0.0023650956418604196, | |
0.0023564662269835173, | |
0.0023109871563908677, | |
0.0022907352168369107, | |
-0.002212360327736989, | |
-0.002153680916646229, | |
0.0021209287835550505, | |
-0.002114493262116521, | |
-0.0020219142607047543, | |
-0.0019696179015996837, | |
-0.0019655326031351008, | |
0.0019428618310345102, | |
0.0019061967925194682, | |
-0.0019043774859874077, | |
-0.0018984361062203538, | |
-0.0018981091888965033, | |
-0.0018629420011490047, | |
-0.001838810393257502, | |
0.0017890436093300078, | |
-0.0017542076025119737, | |
-0.0017494698663419442, | |
-0.0016965637749710417, | |
0.0016676875441136228, | |
0.0016086755640270657, | |
0.0014970766259265334, | |
0.001427552969049692, | |
0.0014257946464181933, | |
0.0014250331202489825, | |
0.0013803216689797174, | |
0.001352643104097323, | |
-0.0013199239490975278, | |
-0.0011934215222142589, | |
-0.001143375930317943, | |
0.0011291154364703674, | |
-0.0011253540013637007, | |
-0.0011100761757070969, | |
0.0010926932459194977, | |
-0.0010859824812100647, | |
0.001081323791046078, | |
0.001055195692351707, | |
0.0010407861672766796, | |
0.001038859167561074, | |
0.0010370479556983663, | |
0.0009693662198442328, | |
-0.0009222947925937341, | |
-0.0008992072507075814, | |
-0.0008649094866129659, | |
0.0008456842424219037, | |
0.000842574269218731, | |
-0.0008256132410540691, | |
-0.0007974564219288907, | |
0.0007747816592076534, | |
-0.0007723645614005199, | |
0.0007441279709570485, | |
-0.0007279018265337068, | |
0.0007192766045573946, | |
-0.0007155825502722639, | |
0.000691661274864842, | |
0.0006915502743987276, | |
0.0006734400314751776, | |
-0.0006690494884109005, | |
0.0006506259494462045, | |
0.0006326288717744548, | |
0.0006311925636236674, | |
0.0006247242024905611, | |
0.0006229481611044013, | |
-0.0006185856415882847, | |
0.0006071093929558247, | |
-0.0006034018183473409, | |
-0.0005982688655298466, | |
-0.0005926162501035121, | |
-0.000584897506940783, | |
0.0005501943238979668, | |
-0.0005138058076650724, | |
-0.0005107256661243542, | |
0.0005065907354222295, | |
-0.0005064038181030741, | |
0.0005024196065289465, | |
0.0004973081909741121, | |
0.0004903897644305715, | |
-0.0004507614936460297, | |
0.0004457637120246358, | |
-0.00041534082586012295, | |
-0.00039576661779187026, | |
-0.00039542053282725194, | |
0.00037621184889100756, | |
0.0003698600954432695, | |
0.0003551658547700316, | |
-0.0003529990211157014, | |
-0.0003466706143596776, | |
-0.0003107041671733501, | |
-0.00030173554411711093, | |
0.0002888152702082032, | |
0.0002806723421033084, | |
-0.000279016575577802, | |
-0.00027825247056666576, | |
-0.0002749407782505781, | |
-0.0002693346019532979, | |
-0.00026884250095219036, | |
0.00026451053673454285, | |
0.00026449615986406125, | |
0.0002638151807139383, | |
-0.0002621643077232934, | |
-0.00025696211997425504, | |
0.0002407640015125864, | |
-0.0002267309202165772, | |
0.000225823148437541, | |
0.00021006601468431834, | |
0.0002036580915735733, | |
-0.00020027756159610123, | |
-0.00019230615011197341, | |
-0.000179369589119017, | |
0.00017298311224799232, | |
-0.00016597564258825074, | |
-0.00016186573963079047, | |
-0.00015651466434404168, | |
-0.0001537397747174938, | |
0.0001506807988927417, | |
-0.00014675118263875883, | |
0.0001420613928082194, | |
0.0001401622852151925, | |
-0.00013118895881602377, | |
0.00012757948556812367, | |
-0.00012409845690574653, | |
0.00010752099167121722, | |
0.0001057848370252673, | |
0.0001050802644398849, | |
0.0001030928913527304, | |
0.00010143667222564515, | |
-9.857355960107345e-05, | |
7.595346145236029e-05, | |
7.423288053204934e-05, | |
-7.020332290247954e-05, | |
-6.105586882805494e-05, | |
5.6929906358084806e-05, | |
5.542108191290298e-05, | |
5.2583415770538726e-05, | |
-4.9816348960901013e-05, | |
4.432972177240609e-05, | |
4.037820057942812e-05, | |
-3.681350299356601e-05, | |
-2.8303079951560732e-05, | |
2.693500015412712e-05, | |
2.688583592579335e-05, | |
2.5892851098052785e-05, | |
2.3644136436665167e-05, | |
1.8177491417613012e-05, | |
9.461077977992161e-06, | |
-7.475451019741821e-06, | |
-4.061004943507626e-06, | |
-3.8152190494165194e-06, | |
-1.6853247567686004e-06, | |
-1.575889608181047e-06, | |
7.519906690608981e-07, | |
6.240566215503666e-07, | |
5.788205442263871e-07, | |
-4.217970847007903e-07, | |
3.921214715061569e-07, | |
-1.5412366218167732e-07 | |
], | |
"Absolute Coefficient": [ | |
0.04738332189800703, | |
0.04181975824202654, | |
0.03630484467563365, | |
0.03630344348816194, | |
0.0329727764767152, | |
0.03183141742654159, | |
0.028031032018624762, | |
0.02615114787357242, | |
0.02513257297020181, | |
0.024962965206508425, | |
0.024360740899056092, | |
0.02367829927289081, | |
0.023547416697155057, | |
0.020981501717397957, | |
0.02071906982427391, | |
0.020331439014727278, | |
0.02027641611918526, | |
0.020194066154513704, | |
0.01966170411490035, | |
0.018834791611389796, | |
0.018276881585663454, | |
0.017849283145329835, | |
0.017820903757823213, | |
0.016478999028167487, | |
0.015950959085638605, | |
0.015538412168127177, | |
0.015427585069939801, | |
0.014700992429335272, | |
0.014636071431100859, | |
0.013779299843413289, | |
0.013572022603378177, | |
0.013260258438472812, | |
0.01305315093041943, | |
0.012505652844090684, | |
0.012305999516307408, | |
0.012090408198405563, | |
0.012066502149531259, | |
0.011450812512881717, | |
0.011140383225841063, | |
0.011036768209500303, | |
0.010142573420950382, | |
0.010053744689091456, | |
0.008781179706510519, | |
0.008758821895428101, | |
0.008746170667813156, | |
0.008684822488991854, | |
0.008536254116070653, | |
0.008279284761474975, | |
0.00787984077464496, | |
0.007872261427543749, | |
0.007735661271692279, | |
0.007581932009722158, | |
0.0073885295198741294, | |
0.007218926508277634, | |
0.007120528943923948, | |
0.006983060553991005, | |
0.0069820630856866845, | |
0.0068698641615989025, | |
0.0068670737286413795, | |
0.0065208901342936835, | |
0.006388415449054456, | |
0.006260862105544235, | |
0.006212331102583473, | |
0.006088061233920808, | |
0.006055244053814604, | |
0.00600073385898419, | |
0.005782246667193788, | |
0.005682817589886622, | |
0.005671086959251593, | |
0.005464439504232387, | |
0.005381003678808298, | |
0.005355761118089948, | |
0.005306979584095511, | |
0.005257564893209026, | |
0.004888540996379987, | |
0.00487541173365628, | |
0.004823241438793646, | |
0.004795922457802458, | |
0.004661416551222685, | |
0.004583741247979788, | |
0.004531890509678633, | |
0.004485718489158608, | |
0.0042859823385429435, | |
0.004192269451867074, | |
0.004134716770807172, | |
0.003974572184214241, | |
0.0038913228796155605, | |
0.0037408238455826576, | |
0.0036524345713013773, | |
0.0036130338424896656, | |
0.0035432142333056684, | |
0.003541902965617338, | |
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}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 83.47826086956522, | |
"precision": 26.666666666666664, | |
"recall": 26.666666666666664, | |
"f1": 24.88888888888889 | |
}, | |
"selection": { | |
"precision": 2.363971548093029, | |
"recall": 1.7365269461077844, | |
"f1": 1.998401552394909, | |
"jaccard": 1.0097496896505533 | |
} | |
} | |
} |