| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "AASS", | |
| "ABAT", | |
| "A2M-AS1", | |
| "AADACL2", | |
| "AJAP1", | |
| "ADAM12", | |
| "APOH", | |
| "AADACP1", | |
| "ADAMTS12", | |
| "COX7C", | |
| "AATBC", | |
| "ABCB11", | |
| "ABI3BP", | |
| "ACHE", | |
| "AMHR2", | |
| "APLP2", | |
| "ADAT3", | |
| "ABCB6", | |
| "ABCA12", | |
| "ABCD2", | |
| "ANKRD37", | |
| "CFL1P1", | |
| "C1orf74", | |
| "ABCA4", | |
| "ACSM2A", | |
| "BORA", | |
| "AQP7", | |
| "FOXD3", | |
| "FAM131B", | |
| "A2M", | |
| "ABHD15", | |
| "APOA1", | |
| "ANKRD62", | |
| "ADAMTS14", | |
| "DCHS2", | |
| "ABCA5", | |
| "AQP7P1", | |
| "ARL14", | |
| "ARMT1", | |
| "ABITRAM", | |
| "ABCG4", | |
| "GK2", | |
| "ACACA", | |
| "ABCB8", | |
| "AGTPBP1", | |
| "OPRK1", | |
| "LRIF1", | |
| "ALKBH4", | |
| "ALDH5A1", | |
| "TEKT4", | |
| "AADAC", | |
| "AAK1", | |
| "BANCR", | |
| "CLTCL1", | |
| "OR6C3", | |
| "ADRB2", | |
| "ACSS1", | |
| "ADGRF5", | |
| "FTLP10", | |
| "ACSF2", | |
| "NFYA", | |
| "ANHX", | |
| "TDRD5", | |
| "DLGAP1", | |
| "FAM110D", | |
| "AOC4P", | |
| "FAM170A", | |
| "AGBL4", | |
| "CCDC110", | |
| "C9orf40", | |
| "ABCC3", | |
| "AMACR", | |
| "ART3", | |
| "ACTG1P4", | |
| "ASCC3", | |
| "ADAT1", | |
| "ASPDH", | |
| "BARX1", | |
| "AKR1B10", | |
| "ARHGEF26", | |
| "EPX", | |
| "EEF1AKMT2", | |
| "CA5A", | |
| "ANKRD30BL", | |
| "ARSD", | |
| "BRS3", | |
| "CDK12", | |
| "WFDC8", | |
| "ABCC1", | |
| "ARPIN", | |
| "ADD2", | |
| "ABCC6", | |
| "TRMT2B", | |
| "ACYP2", | |
| "EQTN", | |
| "SDC2", | |
| "ABCB10", | |
| "AFG2A", | |
| "C2orf78", | |
| "DSCR8", | |
| "NUTM2G", | |
| "IL1A", | |
| "CLCF1", | |
| "AAR2", | |
| "EPHA7", | |
| "GCSAML-AS1", | |
| "ANKRD7", | |
| "CDH2", | |
| "ABCD3", | |
| "ALDH18A1", | |
| "CASC6", | |
| "AMFR", | |
| "CD101", | |
| "DEFB113", | |
| "ACTN1", | |
| "AGTRAP", | |
| "ARHGAP11B", | |
| "CHRNB1", | |
| "CRPPA-AS1", | |
| "ARAP2", | |
| "BTRC", | |
| "ABHD11", | |
| "ADAMTS10", | |
| "ABCA9", | |
| "ZIM2", | |
| "ADCY4", | |
| "APC2", | |
| "DCAF8L1", | |
| "APOO", | |
| "CIB4", | |
| "OR2L3", | |
| "C12orf50", | |
| "GARIN6", | |
| "CD72", | |
| "DBX2", | |
| "H4C12", | |
| "CXXC1P1", | |
| "ELAVL3", | |
| "CASR", | |
| "ABCA10", | |
| "ADAM8", | |
| "NLRP8", | |
| "CFAP299", | |
| "TOMM40L", | |
| "ANKRD19P", | |
| "APOM", | |
| "ATP11A-AS1", | |
| "EML6", | |
| "TCAP", | |
| "CHRNG", | |
| "ADAM20", | |
| "SNORA67", | |
| "AHNAK", | |
| "TUBAL3", | |
| "PCNAP1", | |
| "ABCG1", | |
| "MCF2", | |
| "AOX1", | |
| "ACP6", | |
| "ADAM7" | |
| ], | |
| "Coefficient": [ | |
| 0.1570155082840063, | |
| -0.10305559356439287, | |
| -0.0943829616325185, | |
| -0.04954404753487962, | |
| 0.03536222450129856, | |
| -0.03126076733881538, | |
| -0.028345579805772184, | |
| -0.027236599134974043, | |
| -0.025686640383061753, | |
| -0.024572974484615186, | |
| -0.02164554114339543, | |
| -0.019993497164683845, | |
| -0.019601243895889693, | |
| 0.01946121612517962, | |
| -0.018523395173419964, | |
| 0.018399269174664126, | |
| 0.018380442856614415, | |
| -0.015873757671136003, | |
| -0.014349120535781894, | |
| -0.013172037313853677, | |
| 0.01311510570817991, | |
| 0.013087827214888168, | |
| 0.012420844819048172, | |
| 0.012364526308245818, | |
| -0.012264172881087665, | |
| -0.011037225239754596, | |
| -0.010584553677379888, | |
| 0.010392281934873505, | |
| -0.009481340788261485, | |
| 0.00945135269313631, | |
| -0.009024370702034644, | |
| 0.008903562776078915, | |
| -0.008775701489632625, | |
| 0.008289748824260418, | |
| 0.00825137143471016, | |
| 0.008236178857077172, | |
| -0.008075765571915645, | |
| 0.008074204317750655, | |
| -0.007951590677033701, | |
| 0.007853291522565668, | |
| -0.007799977325651614, | |
| -0.0077213649523057174, | |
| -0.007641794779023432, | |
| -0.007499182685581349, | |
| -0.007185128455720606, | |
| 0.006747113123888074, | |
| 0.006561497723277616, | |
| -0.005868440981081159, | |
| 0.005466825360537084, | |
| 0.005217230556730101, | |
| -0.005147877815424242, | |
| -0.005014120876035991, | |
| 0.004933241118856544, | |
| -0.0049008456110765115, | |
| 0.004836896716134385, | |
| 0.004667898844537747, | |
| -0.004564417543010938, | |
| -0.004491677836758993, | |
| 0.004286505024564729, | |
| 0.00424499360030552, | |
| 0.004147533156575289, | |
| -0.0041329365608084815, | |
| 0.004122952878351306, | |
| 0.004057730300944274, | |
| -0.003930218037653836, | |
| 0.003830425022570709, | |
| 0.0037324181629062613, | |
| 0.0037026461405181787, | |
| 0.003668343420611897, | |
| -0.003576296305345874, | |
| 0.003460372411030228, | |
| -0.00345924680446983, | |
| 0.003363757021908472, | |
| 0.0029334971274606516, | |
| -0.002903451349649792, | |
| -0.0027329214718152094, | |
| 0.002523728714421045, | |
| -0.0024995404059135816, | |
| 0.002470402756954995, | |
| 0.0024683566831948975, | |
| 0.002453152600118629, | |
| 0.002389424654138153, | |
| 0.00238435948774768, | |
| 0.0021467640613031425, | |
| -0.0020476501888213768, | |
| 0.0020371583756616175, | |
| 0.0019835389752750755, | |
| 0.0019353592812816286, | |
| 0.001928810700107195, | |
| -0.0019282974493042698, | |
| 0.0019268036298686372, | |
| 0.001852160883771019, | |
| -0.0017836267892533352, | |
| -0.0016642146345628443, | |
| 0.001654471720323157, | |
| -0.001620184304815244, | |
| -0.0015903069980656608, | |
| -0.0014050161432473535, | |
| 0.0013219883195211544, | |
| -0.001287298221335354, | |
| 0.001283802111563775, | |
| 0.0012797605832097895, | |
| 0.0012749580616833339, | |
| -0.0012293194071682039, | |
| -0.0011250495542675747, | |
| 0.0010620198746730401, | |
| 0.0010288496187322736, | |
| 0.000902512920275074, | |
| 0.0007231360133906867, | |
| -0.0007181639271362886, | |
| 0.0006941381155810275, | |
| -0.0006733185278875594, | |
| -0.0005961230756607251, | |
| -0.0005384702188104601, | |
| 0.0005372442944461382, | |
| -0.0005350448909467275, | |
| -0.0005191174700217145, | |
| -0.0004923262635112814, | |
| -0.0004708233302055884, | |
| -0.0004314300083471845, | |
| -0.00041275952618494236, | |
| 0.00038699191215757413, | |
| 0.0003784401303752645, | |
| -0.00033745364752094505, | |
| 0.00030975215547988515, | |
| 0.0003005336140858318, | |
| -0.0002966401318827275, | |
| -0.0002747875239136255, | |
| -0.00027446827486614367, | |
| 0.00019877111040704653, | |
| -0.00018937097710918475, | |
| 0.0001804618870293969, | |
| -0.0001761954225227641, | |
| 0.00017121588424360646, | |
| -0.0001586751997390109, | |
| -0.00013397612438452563, | |
| -0.00012140601218040684, | |
| 0.00011967724305388243, | |
| -0.0001071676663467499, | |
| -0.00010647156497266397, | |
| 0.00010616028670156876, | |
| 0.00010513107879591338, | |
| 0.00010003797975022286, | |
| -7.629036425687555e-05, | |
| -6.532514019060869e-05, | |
| 5.9004338526167886e-05, | |
| -5.592848092981681e-05, | |
| 4.89328069769578e-05, | |
| 3.8553866734980365e-05, | |
| -3.839622355330153e-05, | |
| -3.218276656408654e-05, | |
| 3.0042454152011328e-05, | |
| 2.743439428304206e-05, | |
| -2.7058465988410606e-05, | |
| -1.3541663974222507e-05, | |
| 1.0772894925844923e-05, | |
| -3.3702678631173434e-06, | |
| 1.5270004761413223e-06, | |
| 1.2599208655190855e-06, | |
| 1.108979917127076e-06 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.1570155082840063, | |
| 0.10305559356439287, | |
| 0.0943829616325185, | |
| 0.04954404753487962, | |
| 0.03536222450129856, | |
| 0.03126076733881538, | |
| 0.028345579805772184, | |
| 0.027236599134974043, | |
| 0.025686640383061753, | |
| 0.024572974484615186, | |
| 0.02164554114339543, | |
| 0.019993497164683845, | |
| 0.019601243895889693, | |
| 0.01946121612517962, | |
| 0.018523395173419964, | |
| 0.018399269174664126, | |
| 0.018380442856614415, | |
| 0.015873757671136003, | |
| 0.014349120535781894, | |
| 0.013172037313853677, | |
| 0.01311510570817991, | |
| 0.013087827214888168, | |
| 0.012420844819048172, | |
| 0.012364526308245818, | |
| 0.012264172881087665, | |
| 0.011037225239754596, | |
| 0.010584553677379888, | |
| 0.010392281934873505, | |
| 0.009481340788261485, | |
| 0.00945135269313631, | |
| 0.009024370702034644, | |
| 0.008903562776078915, | |
| 0.008775701489632625, | |
| 0.008289748824260418, | |
| 0.00825137143471016, | |
| 0.008236178857077172, | |
| 0.008075765571915645, | |
| 0.008074204317750655, | |
| 0.007951590677033701, | |
| 0.007853291522565668, | |
| 0.007799977325651614, | |
| 0.0077213649523057174, | |
| 0.007641794779023432, | |
| 0.007499182685581349, | |
| 0.007185128455720606, | |
| 0.006747113123888074, | |
| 0.006561497723277616, | |
| 0.005868440981081159, | |
| 0.005466825360537084, | |
| 0.005217230556730101, | |
| 0.005147877815424242, | |
| 0.005014120876035991, | |
| 0.004933241118856544, | |
| 0.0049008456110765115, | |
| 0.004836896716134385, | |
| 0.004667898844537747, | |
| 0.004564417543010938, | |
| 0.004491677836758993, | |
| 0.004286505024564729, | |
| 0.00424499360030552, | |
| 0.004147533156575289, | |
| 0.0041329365608084815, | |
| 0.004122952878351306, | |
| 0.004057730300944274, | |
| 0.003930218037653836, | |
| 0.003830425022570709, | |
| 0.0037324181629062613, | |
| 0.0037026461405181787, | |
| 0.003668343420611897, | |
| 0.003576296305345874, | |
| 0.003460372411030228, | |
| 0.00345924680446983, | |
| 0.003363757021908472, | |
| 0.0029334971274606516, | |
| 0.002903451349649792, | |
| 0.0027329214718152094, | |
| 0.002523728714421045, | |
| 0.0024995404059135816, | |
| 0.002470402756954995, | |
| 0.0024683566831948975, | |
| 0.002453152600118629, | |
| 0.002389424654138153, | |
| 0.00238435948774768, | |
| 0.0021467640613031425, | |
| 0.0020476501888213768, | |
| 0.0020371583756616175, | |
| 0.0019835389752750755, | |
| 0.0019353592812816286, | |
| 0.001928810700107195, | |
| 0.0019282974493042698, | |
| 0.0019268036298686372, | |
| 0.001852160883771019, | |
| 0.0017836267892533352, | |
| 0.0016642146345628443, | |
| 0.001654471720323157, | |
| 0.001620184304815244, | |
| 0.0015903069980656608, | |
| 0.0014050161432473535, | |
| 0.0013219883195211544, | |
| 0.001287298221335354, | |
| 0.001283802111563775, | |
| 0.0012797605832097895, | |
| 0.0012749580616833339, | |
| 0.0012293194071682039, | |
| 0.0011250495542675747, | |
| 0.0010620198746730401, | |
| 0.0010288496187322736, | |
| 0.000902512920275074, | |
| 0.0007231360133906867, | |
| 0.0007181639271362886, | |
| 0.0006941381155810275, | |
| 0.0006733185278875594, | |
| 0.0005961230756607251, | |
| 0.0005384702188104601, | |
| 0.0005372442944461382, | |
| 0.0005350448909467275, | |
| 0.0005191174700217145, | |
| 0.0004923262635112814, | |
| 0.0004708233302055884, | |
| 0.0004314300083471845, | |
| 0.00041275952618494236, | |
| 0.00038699191215757413, | |
| 0.0003784401303752645, | |
| 0.00033745364752094505, | |
| 0.00030975215547988515, | |
| 0.0003005336140858318, | |
| 0.0002966401318827275, | |
| 0.0002747875239136255, | |
| 0.00027446827486614367, | |
| 0.00019877111040704653, | |
| 0.00018937097710918475, | |
| 0.0001804618870293969, | |
| 0.0001761954225227641, | |
| 0.00017121588424360646, | |
| 0.0001586751997390109, | |
| 0.00013397612438452563, | |
| 0.00012140601218040684, | |
| 0.00011967724305388243, | |
| 0.0001071676663467499, | |
| 0.00010647156497266397, | |
| 0.00010616028670156876, | |
| 0.00010513107879591338, | |
| 0.00010003797975022286, | |
| 7.629036425687555e-05, | |
| 6.532514019060869e-05, | |
| 5.9004338526167886e-05, | |
| 5.592848092981681e-05, | |
| 4.89328069769578e-05, | |
| 3.8553866734980365e-05, | |
| 3.839622355330153e-05, | |
| 3.218276656408654e-05, | |
| 3.0042454152011328e-05, | |
| 2.743439428304206e-05, | |
| 2.7058465988410606e-05, | |
| 1.3541663974222507e-05, | |
| 1.0772894925844923e-05, | |
| 3.3702678631173434e-06, | |
| 1.5270004761413223e-06, | |
| 1.2599208655190855e-06, | |
| 1.108979917127076e-06 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 100.0, | |
| "precision": 100.0, | |
| "recall": 100.0, | |
| "f1": 100.0 | |
| }, | |
| "selection": { | |
| "precision": 0.39472115793954876, | |
| "recall": 7.5, | |
| "f1": 0.7498965831058162, | |
| "jaccard": 0.37731067766654036 | |
| } | |
| } | |
| } |