| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "ABCA13", | |
| "ATP6V0A2", | |
| "ARMH4", | |
| "DSEL", | |
| "ADAM23", | |
| "AFAP1-AS1", | |
| "C8orf88", | |
| "AHNAK2", | |
| "AMER2", | |
| "ADGRG3", | |
| "CES5A", | |
| "ARSB", | |
| "EXD1", | |
| "AGFG2", | |
| "AGBL4", | |
| "CC2D2B", | |
| "C6orf141", | |
| "AHI1", | |
| "C14orf180", | |
| "ABCC4", | |
| "ACAP2", | |
| "AIFM3", | |
| "MTUS2-AS1", | |
| "COL1A1", | |
| "ABHD11", | |
| "ADAM9", | |
| "SIAE", | |
| "BTBD19", | |
| "ACTB", | |
| "ADAP1", | |
| "ENTPD5", | |
| "ATOH7", | |
| "AGAP11", | |
| "ASAP1-IT2", | |
| "ADAM32", | |
| "AK8", | |
| "ZNF577", | |
| "AGK", | |
| "ASMTL-AS1", | |
| "BCL6B", | |
| "KCNA6", | |
| "DEUP1", | |
| "AKT1S1", | |
| "ANKRD65", | |
| "ADIG", | |
| "LARS2", | |
| "KRT73", | |
| "BFSP2-AS1", | |
| "PAX8", | |
| "DIRC1", | |
| "GPR82", | |
| "FIP1L1", | |
| "ADGRG7", | |
| "EXD3", | |
| "BNC1", | |
| "DNAJC3", | |
| "BEST3", | |
| "PANX2", | |
| "B4GALNT2", | |
| "ARMCX5", | |
| "ACP1", | |
| "POLK", | |
| "IL27", | |
| "CNST", | |
| "MYO1H", | |
| "IFNL2", | |
| "DYNLRB1", | |
| "HDAC9", | |
| "CYCS", | |
| "C16orf46", | |
| "ADH1B", | |
| "MGC16275", | |
| "GCLC", | |
| "BMP2K", | |
| "CARF", | |
| "C10orf90", | |
| "DDAH1", | |
| "COCH", | |
| "ANKIB1", | |
| "DND1", | |
| "CFLAR-AS1", | |
| "NBPF4", | |
| "TMEM53", | |
| "CELSR3", | |
| "ASH1L-AS1", | |
| "CHCT1", | |
| "CLIC6", | |
| "CCDC27", | |
| "CEP170", | |
| "B3GALT6", | |
| "FAM76B", | |
| "AGPAT1", | |
| "CD200R1", | |
| "ACTR2", | |
| "AAGAB", | |
| "ENTPD3-AS1", | |
| "ATF6B", | |
| "ADAMTS15", | |
| "BTBD16", | |
| "DGKE", | |
| "FAM227B", | |
| "TSPEAR", | |
| "SERPINA9", | |
| "DBF4B", | |
| "CDK12", | |
| "SCRG1", | |
| "CEP89", | |
| "ZNF280D", | |
| "LANCL3", | |
| "ZSCAN20", | |
| "CARD14", | |
| "C10orf126", | |
| "SEMA3A", | |
| "TTN", | |
| "DPY19L2P4", | |
| "FAM218A", | |
| "KCNE4", | |
| "C12orf76", | |
| "KLHDC7A", | |
| "SBF2", | |
| "CNNM2", | |
| "AUTS2", | |
| "FRA10AC1", | |
| "APOBEC3F", | |
| "FAM230B", | |
| "ABCC9", | |
| "NT5DC2", | |
| "ELOA3BP", | |
| "RAET1E", | |
| "GHRLOS", | |
| "AMBRA1", | |
| "AGBL3", | |
| "CDH19", | |
| "AK7", | |
| "OR7D2", | |
| "ERVFH21-1", | |
| "PWRN1", | |
| "CCDC150", | |
| "METTL21A", | |
| "CTNNA3", | |
| "CNTNAP4", | |
| "UBE2I", | |
| "ERVW-1", | |
| "CCDC174", | |
| "ARMH3", | |
| "CEP104", | |
| "CXADR", | |
| "DPYD", | |
| "PACSIN2", | |
| "SLC7A14", | |
| "CDH24", | |
| "CASC2", | |
| "IL16", | |
| "PKHD1", | |
| "ARK2C", | |
| "SFTA2", | |
| "RCC1L", | |
| "AGAP2-AS1", | |
| "CLCNKB", | |
| "FOXL1", | |
| "PDPK1", | |
| "CCDC140", | |
| "CYP4F22", | |
| "ELOA3CP", | |
| "CEP170P1", | |
| "ELOA3DP" | |
| ], | |
| "Coefficient": [ | |
| -0.11453740748259277, | |
| -0.08378070768421808, | |
| 0.0528590065632009, | |
| 0.05129101776221969, | |
| 0.05067811056105844, | |
| 0.04927168625207024, | |
| -0.04720592757797382, | |
| -0.04609729607560337, | |
| 0.04552040071069039, | |
| -0.042529324333838936, | |
| -0.04247220957769736, | |
| -0.03730112639652219, | |
| 0.034059161818345084, | |
| 0.033775635537118966, | |
| -0.03146382025753423, | |
| 0.03074890401536055, | |
| -0.0301416375624747, | |
| 0.028871802277212852, | |
| -0.028807481119314252, | |
| 0.028381465929333747, | |
| 0.028031132452474582, | |
| 0.027334089082490843, | |
| 0.02702070166943315, | |
| 0.026954325696930605, | |
| -0.0260062628758996, | |
| 0.025981376466288373, | |
| 0.025179878965699284, | |
| 0.02495268562221904, | |
| 0.02420669881335606, | |
| -0.023755348047812295, | |
| -0.023494520594269385, | |
| -0.02322591410269436, | |
| 0.021480650385440638, | |
| -0.02147852803862368, | |
| -0.021459539991826728, | |
| -0.021312118350555895, | |
| 0.020748492554568676, | |
| -0.020590760501502856, | |
| 0.0191889359420116, | |
| 0.01898925811954984, | |
| 0.018721799804167185, | |
| -0.018509596486669774, | |
| 0.01747534175528479, | |
| -0.017070377584511513, | |
| -0.016879049399131787, | |
| -0.016651572835332668, | |
| 0.015302836949990734, | |
| -0.014355387119461025, | |
| -0.013790988506187755, | |
| 0.013683155749092324, | |
| -0.013485266312088866, | |
| 0.013345789876374506, | |
| -0.013103928391284863, | |
| -0.0128208716648591, | |
| -0.01262392726097379, | |
| -0.012222844872079301, | |
| 0.012198403248926477, | |
| -0.011910257324041905, | |
| -0.011536663935928849, | |
| -0.011352911974791392, | |
| -0.011295401115558655, | |
| -0.011192222942465432, | |
| -0.01113155809377317, | |
| 0.011121877578846607, | |
| 0.01112065777817184, | |
| 0.010980024494186193, | |
| 0.01081158074981473, | |
| -0.010784042014190904, | |
| -0.010279727281770516, | |
| -0.009965019642845348, | |
| 0.009702869173083545, | |
| -0.009578611007719229, | |
| 0.008717488906329372, | |
| 0.008680665689989037, | |
| 0.008602772497393175, | |
| -0.008542147381276009, | |
| -0.008232408852052836, | |
| -0.008226818240004737, | |
| -0.008193381985474634, | |
| 0.008142757379808508, | |
| 0.00809272902787057, | |
| 0.007661552549797037, | |
| 0.007547988440466468, | |
| 0.0074374263139749515, | |
| -0.007370646296650025, | |
| 0.007296741628894833, | |
| -0.007011683468620048, | |
| 0.0065999705574549036, | |
| -0.006255143786341762, | |
| 0.006094416001292264, | |
| 0.0060371107680806295, | |
| -0.005846807380334098, | |
| 0.005759814443411914, | |
| 0.00573695844738859, | |
| 0.005562217246909118, | |
| -0.005287887482068854, | |
| 0.005185172056126403, | |
| -0.005092654389162463, | |
| -0.004793087581313283, | |
| 0.004724414134596496, | |
| -0.00469467485402784, | |
| -0.004521636855248816, | |
| -0.004456323049111659, | |
| 0.004125328718535497, | |
| -0.0035665114620245996, | |
| 0.003430362664727702, | |
| -0.003415126004389493, | |
| -0.0033975308739550634, | |
| -0.0033784313894633195, | |
| -0.0032301450704838868, | |
| 0.0030158491558844908, | |
| -0.0027997217681389047, | |
| 0.0027024863526802327, | |
| 0.002630927375249788, | |
| 0.0025685957182785273, | |
| -0.002470863611900712, | |
| -0.0023130459586662698, | |
| -0.00226554146074728, | |
| -0.0022615457212861833, | |
| 0.0022232957127861445, | |
| 0.0022109891194201942, | |
| -0.0021234457233688603, | |
| -0.0019731180580753013, | |
| 0.0019111596374224115, | |
| 0.0018695218557549542, | |
| 0.0018651404865807173, | |
| -0.0016677766350934647, | |
| 0.001435039012896129, | |
| 0.0013580302390404188, | |
| -0.0012606388019870461, | |
| 0.001196453569706929, | |
| 0.0011285551846937762, | |
| 0.0009812720106370002, | |
| -0.0009081549627937983, | |
| -0.0008489493745491184, | |
| 0.0008437700930150401, | |
| 0.0007482295879650048, | |
| 0.0006937288032123272, | |
| -0.0006775302801801008, | |
| -0.0006543145626067053, | |
| -0.0006364865299944727, | |
| -0.0006337241834677568, | |
| 0.0006280306505325705, | |
| 0.0006035057562436115, | |
| -0.0005672693657824381, | |
| 0.0004777571252134633, | |
| 0.0004756496496832825, | |
| -0.0004446374565876775, | |
| 0.0004268720191802428, | |
| 0.00039876677564851324, | |
| -0.00037216642300330296, | |
| 0.00031925895456145364, | |
| -0.00030237483331111103, | |
| -0.0002552219781029595, | |
| -0.00015195024455942168, | |
| -0.00010543665238235266, | |
| 8.60759828770093e-05, | |
| 3.4995171173720434e-05, | |
| -2.8991552202356236e-05, | |
| -1.9086177301075697e-05, | |
| -9.456519262028699e-06, | |
| 6.917289437494409e-06, | |
| 4.236077466268777e-06, | |
| 2.7112531568499585e-17, | |
| -8.075436870926512e-19, | |
| 2.691812290308839e-19 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.11453740748259277, | |
| 0.08378070768421808, | |
| 0.0528590065632009, | |
| 0.05129101776221969, | |
| 0.05067811056105844, | |
| 0.04927168625207024, | |
| 0.04720592757797382, | |
| 0.04609729607560337, | |
| 0.04552040071069039, | |
| 0.042529324333838936, | |
| 0.04247220957769736, | |
| 0.03730112639652219, | |
| 0.034059161818345084, | |
| 0.033775635537118966, | |
| 0.03146382025753423, | |
| 0.03074890401536055, | |
| 0.0301416375624747, | |
| 0.028871802277212852, | |
| 0.028807481119314252, | |
| 0.028381465929333747, | |
| 0.028031132452474582, | |
| 0.027334089082490843, | |
| 0.02702070166943315, | |
| 0.026954325696930605, | |
| 0.0260062628758996, | |
| 0.025981376466288373, | |
| 0.025179878965699284, | |
| 0.02495268562221904, | |
| 0.02420669881335606, | |
| 0.023755348047812295, | |
| 0.023494520594269385, | |
| 0.02322591410269436, | |
| 0.021480650385440638, | |
| 0.02147852803862368, | |
| 0.021459539991826728, | |
| 0.021312118350555895, | |
| 0.020748492554568676, | |
| 0.020590760501502856, | |
| 0.0191889359420116, | |
| 0.01898925811954984, | |
| 0.018721799804167185, | |
| 0.018509596486669774, | |
| 0.01747534175528479, | |
| 0.017070377584511513, | |
| 0.016879049399131787, | |
| 0.016651572835332668, | |
| 0.015302836949990734, | |
| 0.014355387119461025, | |
| 0.013790988506187755, | |
| 0.013683155749092324, | |
| 0.013485266312088866, | |
| 0.013345789876374506, | |
| 0.013103928391284863, | |
| 0.0128208716648591, | |
| 0.01262392726097379, | |
| 0.012222844872079301, | |
| 0.012198403248926477, | |
| 0.011910257324041905, | |
| 0.011536663935928849, | |
| 0.011352911974791392, | |
| 0.011295401115558655, | |
| 0.011192222942465432, | |
| 0.01113155809377317, | |
| 0.011121877578846607, | |
| 0.01112065777817184, | |
| 0.010980024494186193, | |
| 0.01081158074981473, | |
| 0.010784042014190904, | |
| 0.010279727281770516, | |
| 0.009965019642845348, | |
| 0.009702869173083545, | |
| 0.009578611007719229, | |
| 0.008717488906329372, | |
| 0.008680665689989037, | |
| 0.008602772497393175, | |
| 0.008542147381276009, | |
| 0.008232408852052836, | |
| 0.008226818240004737, | |
| 0.008193381985474634, | |
| 0.008142757379808508, | |
| 0.00809272902787057, | |
| 0.007661552549797037, | |
| 0.007547988440466468, | |
| 0.0074374263139749515, | |
| 0.007370646296650025, | |
| 0.007296741628894833, | |
| 0.007011683468620048, | |
| 0.0065999705574549036, | |
| 0.006255143786341762, | |
| 0.006094416001292264, | |
| 0.0060371107680806295, | |
| 0.005846807380334098, | |
| 0.005759814443411914, | |
| 0.00573695844738859, | |
| 0.005562217246909118, | |
| 0.005287887482068854, | |
| 0.005185172056126403, | |
| 0.005092654389162463, | |
| 0.004793087581313283, | |
| 0.004724414134596496, | |
| 0.00469467485402784, | |
| 0.004521636855248816, | |
| 0.004456323049111659, | |
| 0.004125328718535497, | |
| 0.0035665114620245996, | |
| 0.003430362664727702, | |
| 0.003415126004389493, | |
| 0.0033975308739550634, | |
| 0.0033784313894633195, | |
| 0.0032301450704838868, | |
| 0.0030158491558844908, | |
| 0.0027997217681389047, | |
| 0.0027024863526802327, | |
| 0.002630927375249788, | |
| 0.0025685957182785273, | |
| 0.002470863611900712, | |
| 0.0023130459586662698, | |
| 0.00226554146074728, | |
| 0.0022615457212861833, | |
| 0.0022232957127861445, | |
| 0.0022109891194201942, | |
| 0.0021234457233688603, | |
| 0.0019731180580753013, | |
| 0.0019111596374224115, | |
| 0.0018695218557549542, | |
| 0.0018651404865807173, | |
| 0.0016677766350934647, | |
| 0.001435039012896129, | |
| 0.0013580302390404188, | |
| 0.0012606388019870461, | |
| 0.001196453569706929, | |
| 0.0011285551846937762, | |
| 0.0009812720106370002, | |
| 0.0009081549627937983, | |
| 0.0008489493745491184, | |
| 0.0008437700930150401, | |
| 0.0007482295879650048, | |
| 0.0006937288032123272, | |
| 0.0006775302801801008, | |
| 0.0006543145626067053, | |
| 0.0006364865299944727, | |
| 0.0006337241834677568, | |
| 0.0006280306505325705, | |
| 0.0006035057562436115, | |
| 0.0005672693657824381, | |
| 0.0004777571252134633, | |
| 0.0004756496496832825, | |
| 0.0004446374565876775, | |
| 0.0004268720191802428, | |
| 0.00039876677564851324, | |
| 0.00037216642300330296, | |
| 0.00031925895456145364, | |
| 0.00030237483331111103, | |
| 0.0002552219781029595, | |
| 0.00015195024455942168, | |
| 0.00010543665238235266, | |
| 8.60759828770093e-05, | |
| 3.4995171173720434e-05, | |
| 2.8991552202356236e-05, | |
| 1.9086177301075697e-05, | |
| 9.456519262028699e-06, | |
| 6.917289437494409e-06, | |
| 4.236077466268777e-06, | |
| 2.7112531568499585e-17, | |
| 8.075436870926512e-19, | |
| 2.691812290308839e-19 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 67.27272727272728, | |
| "precision": 73.65079365079364, | |
| "recall": 77.5873015873016, | |
| "f1": 73.63886113886115 | |
| }, | |
| "selection": { | |
| "precision": 1.2980879777980117, | |
| "recall": 9.523809523809524, | |
| "f1": 2.2833070224936742, | |
| "jaccard": 1.157499604868026 | |
| } | |
| } | |
| } |