{ | |
"significant_genes": { | |
"Variable": [ | |
"ACSM2B", | |
"AACS", | |
"ABL2", | |
"A1BG", | |
"ACRBP", | |
"ABCD2", | |
"ABCB1", | |
"CHST8", | |
"ADRB3", | |
"ADAMTS15", | |
"ACLY", | |
"BRAP", | |
"ARHGEF16", | |
"C8orf76", | |
"ACTL7B", | |
"AP2A1", | |
"BLID", | |
"AP3B1", | |
"CD200R1L", | |
"ANKRD23", | |
"BLOC1S5", | |
"C12orf50", | |
"ADGRL3", | |
"ANKS4B", | |
"AKT2", | |
"ABTB3", | |
"ASB11", | |
"AGL", | |
"B3GALT2", | |
"AAK1", | |
"KRTAP19-2", | |
"ANGPTL5", | |
"CXCL14", | |
"B4GALT3", | |
"AMY1B", | |
"ADAMTS1", | |
"CCDC33", | |
"AKT1S1", | |
"DENND5A", | |
"ANAPC4", | |
"C17orf75", | |
"ARFIP2", | |
"ABRA", | |
"RPS17", | |
"ABCG5", | |
"ABI3", | |
"ALDOA", | |
"ALDH16A1", | |
"AGBL4", | |
"GRB14", | |
"ADCY7", | |
"AOC3", | |
"ADAMTS9", | |
"AEBP2", | |
"STC2", | |
"CNGB3", | |
"B3GALT4", | |
"ADAM30", | |
"CCNL2", | |
"ATP5F1B", | |
"CEACAM1", | |
"AFG2A", | |
"ASB8", | |
"ASTN1", | |
"CCDC190", | |
"CBL", | |
"ARPIN-AP3S2", | |
"CST9L", | |
"ADARB2", | |
"ARHGDIB", | |
"CLDN2", | |
"AHCYL1", | |
"ALOX12B", | |
"DNMT3L", | |
"ANGPTL4", | |
"HTR1A", | |
"ANGPT4", | |
"ACP2", | |
"COPS4", | |
"ATF3", | |
"ALYREF", | |
"ACTRT3", | |
"MAP3K5", | |
"ADCY2", | |
"AKNAD1", | |
"HMX3", | |
"PI3", | |
"ADAT2", | |
"AKAP4", | |
"AGGF1", | |
"KLRK1", | |
"PTPN9", | |
"A2M", | |
"CCR9", | |
"CLUAP1", | |
"AKR1A1", | |
"AK4P3", | |
"OR2Z1", | |
"PAPPA2", | |
"ATOH1", | |
"DEFB107A", | |
"AGPAT1", | |
"ABRACL", | |
"ERO1A", | |
"ADSL", | |
"BSDC1", | |
"AFG3L1P", | |
"ACMSD", | |
"MRPS27", | |
"GSN-AS1", | |
"CLPB", | |
"ACTR8", | |
"ACSM1", | |
"ADAMTS4", | |
"OR56A1", | |
"SLC7A3", | |
"ADM", | |
"IGSF9B", | |
"ARHGEF25", | |
"ADNP", | |
"ARSG", | |
"CDRT15", | |
"CELA3A", | |
"ALDH1L1", | |
"RAB24", | |
"AGO1", | |
"DDIT3", | |
"LIPC", | |
"SERINC4", | |
"ATP5F1A", | |
"NPBWR2", | |
"ADGRF2P", | |
"FMO3", | |
"FLOT1", | |
"AGPAT2", | |
"TMEM204", | |
"H1-4", | |
"PLAT", | |
"AP3S1", | |
"CHRNB2", | |
"OR56A3", | |
"FAM210A", | |
"ADAM2", | |
"DSC1", | |
"ABI1", | |
"CCT6B", | |
"PCGF3", | |
"FDX1", | |
"ARGFX", | |
"ARX", | |
"ABCA11P", | |
"CHST13", | |
"C17orf58", | |
"COCH", | |
"FBXW11", | |
"PPP2R2A", | |
"PRTG", | |
"MPP4", | |
"ACKR3", | |
"C1orf185", | |
"AHNAK2", | |
"ADAM9", | |
"PCDHB6", | |
"ALDH5A1", | |
"THSD4", | |
"CACNG2", | |
"DPPA3", | |
"ACTN4", | |
"H2BC1", | |
"CFHR1", | |
"ANO4", | |
"BPIFB6", | |
"ASMTL", | |
"AGR3", | |
"SETD7", | |
"PMCH", | |
"ATP6V1C2", | |
"ATF6B", | |
"CAAP1", | |
"ABCA2", | |
"RRP1", | |
"ZFAT-AS1", | |
"AGPAT5", | |
"EBF3", | |
"SPA17", | |
"AVPR1B", | |
"OR13F1", | |
"CTSE", | |
"PTF1A", | |
"ANKZF1", | |
"OBP2A", | |
"ATP5MK", | |
"CCDC102B", | |
"ZNF322", | |
"TNNT3", | |
"C10orf62", | |
"HNRNPUL1", | |
"DEFA1", | |
"KCTD9", | |
"KRTAP23-1", | |
"APOC2", | |
"TNKS2", | |
"BEX2", | |
"ACTL6A", | |
"CARTPT", | |
"CCIN", | |
"GRIK1", | |
"ABCA12", | |
"C11orf16", | |
"CEBPA", | |
"APOBEC3D", | |
"OR13D1", | |
"AGRN", | |
"ACADVL", | |
"UGT2A1", | |
"ZFHX4", | |
"S100A5", | |
"ATL2", | |
"RIT2", | |
"ANKRD37", | |
"CALCB", | |
"CCDC28A", | |
"ART5", | |
"ANO1", | |
"BATF", | |
"PRLHR", | |
"H3C7", | |
"SLC28A3", | |
"ISL1", | |
"LINC01620", | |
"NEUROG1", | |
"CACNA1F", | |
"RLN1", | |
"HSD17B11", | |
"NDUFS4", | |
"RIMBP2", | |
"CIRBP-AS1", | |
"EPHA7", | |
"C1orf56", | |
"CCND1", | |
"ABCD4", | |
"ATF1", | |
"MORC1", | |
"ERV3-1", | |
"CDY1", | |
"C6orf47", | |
"CA11", | |
"NELL2", | |
"POC5", | |
"CCL19", | |
"C1QL2", | |
"OR4K17", | |
"DCAF4L2", | |
"ANP32CP", | |
"DEFA3", | |
"LRRC55", | |
"GTF2H4", | |
"FAM201A", | |
"OR4D6", | |
"CDH24", | |
"ACP4", | |
"CHRNA7", | |
"ITGB1BP2", | |
"DZIP1", | |
"DRC7", | |
"BCAP31", | |
"SYT2", | |
"ANKRD42", | |
"H3C1", | |
"TMEM242", | |
"LITAF" | |
], | |
"Coefficient": [ | |
0.0805636643361231, | |
0.07480820035913532, | |
0.07184986296510439, | |
0.05233091199101085, | |
0.05079507655992833, | |
-0.050272949693477724, | |
-0.04642775976355896, | |
0.04513004361883452, | |
-0.037167251546304604, | |
0.03621047894237524, | |
0.0340973155474144, | |
0.03198507379280926, | |
-0.030734527211388002, | |
0.028790652027683668, | |
0.028174698997720463, | |
-0.027978656243870404, | |
-0.027765010883857317, | |
0.0277005521386253, | |
-0.02751845735120303, | |
-0.02343092156890956, | |
-0.022083969443656315, | |
0.021793066973063952, | |
0.021655911768737088, | |
-0.021528293086433423, | |
-0.021469124543363468, | |
0.02116644568150203, | |
0.01998173083065462, | |
-0.019766782241809864, | |
0.01975780599658991, | |
0.019101137851445734, | |
-0.017112663928998184, | |
0.015329597580818729, | |
0.014867248219514892, | |
0.014718113306316985, | |
0.014586261074271425, | |
0.014278760070592568, | |
0.01394192844093196, | |
-0.013298400153493177, | |
0.013289898463557, | |
0.012811504405430217, | |
-0.012722589249626992, | |
-0.012079310766727287, | |
0.011945501951652988, | |
-0.011823064274053155, | |
0.011763982420007778, | |
-0.011388560270286847, | |
0.011197502432047816, | |
-0.011134655543465722, | |
0.010951575405381383, | |
0.010547646053202252, | |
0.010478928081668289, | |
-0.010359457430541247, | |
0.010227270150048828, | |
-0.010193080516596209, | |
0.009956263084157264, | |
-0.009913780939976156, | |
-0.00967732046301003, | |
0.009512405202341197, | |
-0.00921866774359176, | |
0.009129417746685001, | |
0.009068649394150655, | |
-0.009059186814309884, | |
-0.008954868924088108, | |
-0.008450838657334656, | |
0.008415311903721195, | |
-0.008384936429014118, | |
-0.008266358657555225, | |
0.008136272269920296, | |
-0.008086638306800507, | |
-0.007888693759229137, | |
-0.007560158662320843, | |
-0.007430853108487911, | |
0.007415651195181127, | |
0.007407385306908946, | |
0.007394159811885396, | |
0.007225572234202577, | |
-0.007163086261243817, | |
-0.007160718151085151, | |
-0.007015718376378147, | |
0.006955608043960747, | |
0.006925911862810668, | |
-0.006775932889362041, | |
-0.006647520281706572, | |
0.006429944248784908, | |
0.006344402038034017, | |
-0.006093713454988369, | |
0.006089351771706711, | |
0.00601504512494932, | |
0.005972895617208604, | |
0.00574270203556584, | |
0.0056840216024357975, | |
-0.005663587980747098, | |
-0.0055751717119094015, | |
-0.005518977875758555, | |
-0.0054657591884553275, | |
-0.005407777000536719, | |
0.005358785330750015, | |
0.0053363513044276355, | |
0.005069533925014202, | |
-0.004936782721622342, | |
0.004826177517460569, | |
-0.004782361277507071, | |
-0.004738333164520412, | |
0.004688270464344181, | |
0.004672507094100799, | |
-0.004596727591826384, | |
-0.004537967423492536, | |
0.0045238181906627995, | |
0.004521417119173239, | |
0.004505347282483725, | |
0.004350478696045632, | |
-0.0042259655419654655, | |
-0.004220268402991928, | |
-0.004163512921735291, | |
0.003947358806604335, | |
0.0038942959013554056, | |
0.0038864262391577454, | |
0.0038724275947014295, | |
-0.003867486510628285, | |
-0.003853510000616995, | |
-0.00380987375464208, | |
-0.003749999366492122, | |
-0.0036646904356348294, | |
-0.003603121336688432, | |
0.0035965732804915055, | |
-0.003578109396740798, | |
0.003292561038732561, | |
-0.003259793478639742, | |
-0.003123884740371034, | |
0.003046361639826009, | |
0.002882123764302391, | |
0.00287370692666053, | |
0.0025866420490490444, | |
-0.002500335132750485, | |
0.0023714518790379376, | |
-0.002311188214029368, | |
-0.002270700066608888, | |
0.0022081743169262147, | |
0.002198048166040222, | |
-0.0021720277826398023, | |
0.002118593803235356, | |
0.002053841939876384, | |
0.0019866245020313273, | |
0.001939502752737444, | |
-0.0019045958680970817, | |
-0.0018897503143563668, | |
0.0018616667979532943, | |
-0.001824847497071225, | |
0.0017754527807182885, | |
0.0017573449425930905, | |
0.001708894035307693, | |
-0.0016990438069087615, | |
0.0016851591819082583, | |
0.0016569988899809381, | |
0.001629620110158157, | |
0.0015430062720864833, | |
-0.0015382293624530317, | |
0.0015328784791111998, | |
0.001526511950159946, | |
-0.0014211328554698506, | |
0.001399027428202334, | |
0.001377577059867121, | |
0.0013393232289078847, | |
-0.0013318226556208249, | |
-0.0013308039579388554, | |
0.0011993516340284979, | |
0.0011627174429358388, | |
-0.0011266057688759405, | |
0.0011229517794050002, | |
0.0011164422131915868, | |
-0.0010965293448726358, | |
-0.0010712333560939193, | |
-0.0010605395895127477, | |
-0.001026312713661632, | |
-0.001009387540427876, | |
-0.0009945469089533568, | |
0.0009601308359615377, | |
-0.0009590401688962911, | |
-0.0009385559898897211, | |
-0.0009190380718688936, | |
-0.0009107041437826107, | |
0.0009033965559542316, | |
0.0008552550856453287, | |
0.0008400199217883197, | |
-0.0008355924940596422, | |
-0.0008267880715498275, | |
0.0008096201439493911, | |
-0.0007685272046519242, | |
0.0007542660691646442, | |
0.0007368115562747205, | |
0.0007087334284251456, | |
-0.0007004029800408805, | |
0.0006946599641890029, | |
-0.0006742884239651506, | |
0.0006537813887832674, | |
-0.0006477897862706722, | |
-0.0006269867449508944, | |
0.0006184697747498568, | |
0.0006025931994003442, | |
-0.0005931751123595291, | |
-0.0005810077987528557, | |
-0.0005794929417648102, | |
-0.0005693683347806725, | |
-0.000558685170720795, | |
0.0005531569905989122, | |
0.0005425612866031107, | |
0.0005381132204857489, | |
0.0005312659813431561, | |
0.0005173736948239594, | |
-0.0005135865867491789, | |
-0.0005102249461474166, | |
0.0004943875357341027, | |
-0.000476160124983528, | |
0.0004730545215304113, | |
0.00042825366662084546, | |
0.00038559142647317683, | |
0.00037516885240950404, | |
0.0003735244317796091, | |
0.00036686003703453933, | |
0.00035970199480592007, | |
-0.0003584017379700482, | |
-0.0003519165049056752, | |
-0.00032940761048511644, | |
0.00030648389133433563, | |
-0.00030093622853424504, | |
-0.0002680827637858866, | |
-0.00023645149781148186, | |
0.00022918293236415623, | |
0.00021740895994480275, | |
0.0001942075905241278, | |
-0.00019269210110299827, | |
0.00018757049394936917, | |
0.00018330177972559664, | |
-0.0001661609916651235, | |
0.00015413448866979275, | |
0.00013997755448542094, | |
0.00013146324159270646, | |
-0.00010828593142791888, | |
0.00010568070295246862, | |
0.00010043857648263831, | |
-9.990246291327196e-05, | |
-9.905727802478939e-05, | |
9.178281117795433e-05, | |
7.7060749980963e-05, | |
-6.906527995777677e-05, | |
-6.760332207295871e-05, | |
-6.220427452288904e-05, | |
5.903046830560175e-05, | |
5.880463497110388e-05, | |
5.8488344336850665e-05, | |
5.226693954818735e-05, | |
-4.7340449814628325e-05, | |
-4.0773705165100944e-05, | |
-3.979797649263413e-05, | |
3.8648887502044884e-05, | |
3.8453379903501506e-05, | |
-3.536694037004348e-05, | |
-3.494278451171084e-05, | |
-2.997505009492591e-05, | |
-1.1703002713382244e-05, | |
1.1174521811389649e-05, | |
-1.0048909913768169e-05, | |
8.794550503483084e-06, | |
7.457208065022206e-06, | |
-6.459697500018077e-06, | |
-4.557129516603359e-06, | |
3.2676239634448825e-06, | |
-3.2268513237799514e-06, | |
-2.2625504050861146e-06, | |
-1.588445813709397e-06, | |
-3.21404593178043e-07 | |
], | |
"Absolute Coefficient": [ | |
0.0805636643361231, | |
0.07480820035913532, | |
0.07184986296510439, | |
0.05233091199101085, | |
0.05079507655992833, | |
0.050272949693477724, | |
0.04642775976355896, | |
0.04513004361883452, | |
0.037167251546304604, | |
0.03621047894237524, | |
0.0340973155474144, | |
0.03198507379280926, | |
0.030734527211388002, | |
0.028790652027683668, | |
0.028174698997720463, | |
0.027978656243870404, | |
0.027765010883857317, | |
0.0277005521386253, | |
0.02751845735120303, | |
0.02343092156890956, | |
0.022083969443656315, | |
0.021793066973063952, | |
0.021655911768737088, | |
0.021528293086433423, | |
0.021469124543363468, | |
0.02116644568150203, | |
0.01998173083065462, | |
0.019766782241809864, | |
0.01975780599658991, | |
0.019101137851445734, | |
0.017112663928998184, | |
0.015329597580818729, | |
0.014867248219514892, | |
0.014718113306316985, | |
0.014586261074271425, | |
0.014278760070592568, | |
0.01394192844093196, | |
0.013298400153493177, | |
0.013289898463557, | |
0.012811504405430217, | |
0.012722589249626992, | |
0.012079310766727287, | |
0.011945501951652988, | |
0.011823064274053155, | |
0.011763982420007778, | |
0.011388560270286847, | |
0.011197502432047816, | |
0.011134655543465722, | |
0.010951575405381383, | |
0.010547646053202252, | |
0.010478928081668289, | |
0.010359457430541247, | |
0.010227270150048828, | |
0.010193080516596209, | |
0.009956263084157264, | |
0.009913780939976156, | |
0.00967732046301003, | |
0.009512405202341197, | |
0.00921866774359176, | |
0.009129417746685001, | |
0.009068649394150655, | |
0.009059186814309884, | |
0.008954868924088108, | |
0.008450838657334656, | |
0.008415311903721195, | |
0.008384936429014118, | |
0.008266358657555225, | |
0.008136272269920296, | |
0.008086638306800507, | |
0.007888693759229137, | |
0.007560158662320843, | |
0.007430853108487911, | |
0.007415651195181127, | |
0.007407385306908946, | |
0.007394159811885396, | |
0.007225572234202577, | |
0.007163086261243817, | |
0.007160718151085151, | |
0.007015718376378147, | |
0.006955608043960747, | |
0.006925911862810668, | |
0.006775932889362041, | |
0.006647520281706572, | |
0.006429944248784908, | |
0.006344402038034017, | |
0.006093713454988369, | |
0.006089351771706711, | |
0.00601504512494932, | |
0.005972895617208604, | |
0.00574270203556584, | |
0.0056840216024357975, | |
0.005663587980747098, | |
0.0055751717119094015, | |
0.005518977875758555, | |
0.0054657591884553275, | |
0.005407777000536719, | |
0.005358785330750015, | |
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}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 75.0, | |
"precision": 75.61904761904762, | |
"recall": 60.0, | |
"f1": 62.97868797868798 | |
}, | |
"selection": { | |
"precision": 0.42914497459952006, | |
"recall": 2.2222222222222223, | |
"f1": 0.7192121507922047, | |
"jaccard": 0.3609053857210635 | |
} | |
} | |
} |