| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "ABCA13", | |
| "ATP6V0A2", | |
| "ADAM23", | |
| "DSEL", | |
| "AMER2", | |
| "AGBL4", | |
| "AFAP1-AS1", | |
| "ADAP1", | |
| "DIRC1", | |
| "CES5A", | |
| "ACAP2", | |
| "ASH1L-AS1", | |
| "ASMTL-AS1", | |
| "EXD3", | |
| "ARMH4", | |
| "EXD1", | |
| "SIAE", | |
| "ADAM9", | |
| "AHNAK2", | |
| "ARSB", | |
| "BCL6B", | |
| "C14orf180", | |
| "ABCC4", | |
| "CD200R1", | |
| "COCH", | |
| "AIFM3", | |
| "GPR82", | |
| "ACP1", | |
| "ACTB", | |
| "AGK", | |
| "MTUS2-AS1", | |
| "ADGRG3", | |
| "ZNF577", | |
| "FIP1L1", | |
| "ATOH7", | |
| "CC2D2B", | |
| "BTBD19", | |
| "BFSP2-AS1", | |
| "BNC1", | |
| "AAGAB", | |
| "ENTPD3-AS1", | |
| "C6orf141", | |
| "ANKRD65", | |
| "AGFG2", | |
| "AHI1", | |
| "ADAMTS18", | |
| "PAX8", | |
| "CNST", | |
| "CLIC6", | |
| "POLK", | |
| "ABHD11", | |
| "HDAC9", | |
| "CBX3P2", | |
| "C16orf46", | |
| "C8orf88", | |
| "CDK12", | |
| "CELSR3", | |
| "DEUP1", | |
| "COL1A1", | |
| "ANKIB1", | |
| "CCDC140", | |
| "ACTR3B", | |
| "ASB14", | |
| "CARD14", | |
| "AK7", | |
| "PANX2", | |
| "CHCT1", | |
| "ACTR2", | |
| "DGKE", | |
| "BTBD16", | |
| "IL27", | |
| "CCDC30", | |
| "ASAP1-IT2", | |
| "ENTPD4", | |
| "AK8", | |
| "AGAP11", | |
| "FRA10AC1", | |
| "ADAM32", | |
| "DYNLRB1", | |
| "KCNA6", | |
| "CYCS", | |
| "SLC7A14", | |
| "KRT73", | |
| "TMEM53", | |
| "MYO1H", | |
| "ENTPD5", | |
| "NBPF4", | |
| "ERVFH21-1", | |
| "MPHOSPH6", | |
| "AKT1S1", | |
| "CCDC82", | |
| "DNAI3", | |
| "GNG2", | |
| "ARHGAP20", | |
| "PWRN1", | |
| "MGC16275", | |
| "ANKRD23", | |
| "GCLC", | |
| "CBX3", | |
| "LARS2", | |
| "C11orf58", | |
| "ZNF280D", | |
| "CNTNAP4", | |
| "CYP1B1-AS1", | |
| "EPS15L1", | |
| "CASC2", | |
| "AGPAT1", | |
| "ADAMTS15", | |
| "ERC1", | |
| "CACNA1C", | |
| "ARK2C", | |
| "CARF", | |
| "ALMS1P1", | |
| "CNOT6L", | |
| "C10orf90", | |
| "SERPINA9", | |
| "CCDC150", | |
| "PRF1", | |
| "BEST3", | |
| "IFNL2", | |
| "ZNF777", | |
| "BTN2A1", | |
| "TSPEAR", | |
| "B3GALT6", | |
| "KCNJ9", | |
| "APOL6", | |
| "ELOA3BP", | |
| "DDAH1", | |
| "CFAP47", | |
| "C10orf126", | |
| "CACNB3", | |
| "PDE5A", | |
| "SBF2", | |
| "CYP4B1", | |
| "DBF4B", | |
| "CDC42-IT1", | |
| "FBXO42", | |
| "CDH24", | |
| "ADIG", | |
| "CDH19", | |
| "SETD5", | |
| "TTN", | |
| "MAK", | |
| "LANCL3", | |
| "NAALAD2", | |
| "ZNF114", | |
| "CFLAR-AS1", | |
| "PACSIN2", | |
| "HEATR9", | |
| "EPHA10", | |
| "CLCNKB", | |
| "KIAA0825", | |
| "PKHD1", | |
| "TRIO", | |
| "GABRG3", | |
| "RBFOX1", | |
| "NRF1", | |
| "CLASP2", | |
| "HOXC12", | |
| "ATP13A5", | |
| "VPS13D", | |
| "ELOA3CP", | |
| "ANKRD39", | |
| "ELOA3DP" | |
| ], | |
| "Coefficient": [ | |
| -0.11567172212331296, | |
| -0.07926700326444669, | |
| 0.07527942560466135, | |
| 0.05481130866730835, | |
| 0.052568633469443196, | |
| -0.045641518114452564, | |
| 0.04349042618075248, | |
| -0.042528007953237745, | |
| 0.038224289917285895, | |
| -0.03730539048044822, | |
| 0.03639352897291266, | |
| -0.03424758559451051, | |
| 0.03373741074517173, | |
| -0.033471513953817686, | |
| 0.03296568522611585, | |
| 0.031356458926106834, | |
| 0.03120631444378636, | |
| 0.030416727333008094, | |
| -0.030289871092727738, | |
| -0.03024189696415583, | |
| 0.030106499668239414, | |
| -0.02883884714548099, | |
| 0.028356746888864786, | |
| 0.027040181123762826, | |
| -0.02617623396716568, | |
| 0.02563035293216983, | |
| -0.023881043310246257, | |
| -0.023027547382297606, | |
| 0.022672597747773086, | |
| -0.022656850633593018, | |
| 0.022099875749021378, | |
| -0.021946951619119828, | |
| 0.021744715508057722, | |
| 0.021713081650987908, | |
| -0.021492772803287968, | |
| 0.020153783017268802, | |
| 0.019898964813476274, | |
| -0.019652709014680952, | |
| -0.019514471668602016, | |
| 0.01904980942656495, | |
| -0.018385461066014623, | |
| -0.018071942020741673, | |
| -0.017994034887119925, | |
| 0.017779816107035964, | |
| 0.01768235640566476, | |
| -0.017316983509405425, | |
| -0.017268267988779784, | |
| 0.01690017370458688, | |
| -0.01631444460440681, | |
| -0.015097281503686437, | |
| -0.014732759960851008, | |
| -0.014637187278971186, | |
| -0.014056037709504844, | |
| -0.013708014564696034, | |
| -0.013637086507099534, | |
| -0.013239665674097028, | |
| 0.013012116332819066, | |
| -0.012772927492207542, | |
| 0.011325289711245341, | |
| -0.011188710313763712, | |
| 0.01054989204760798, | |
| -0.010447886114492334, | |
| 0.010439273937254835, | |
| 0.010307111027285844, | |
| -0.010224818081193262, | |
| -0.010005931277802546, | |
| 0.009895252307018206, | |
| 0.009535684326551563, | |
| 0.009138450222989964, | |
| -0.00898754726721883, | |
| -0.008753028697638271, | |
| 0.008721544283469778, | |
| -0.008486485318179087, | |
| -0.008384401274990244, | |
| -0.00827792340384226, | |
| 0.007764101406088284, | |
| -0.007568916245947189, | |
| -0.007501093591404458, | |
| 0.0074556684220718995, | |
| 0.007397222521395875, | |
| -0.00735383168577062, | |
| 0.007344407031578251, | |
| 0.007259717006521077, | |
| 0.0071449645863958374, | |
| 0.006926992784261744, | |
| -0.006886359935321471, | |
| 0.006868151201125821, | |
| 0.006847128723135578, | |
| 0.006762440499231255, | |
| 0.00661374293068826, | |
| 0.006256959215414302, | |
| 0.006168165955192134, | |
| -0.005860851925989021, | |
| 0.005857437056739691, | |
| 0.005685688083022712, | |
| -0.005633830758384729, | |
| -0.005600349853478263, | |
| 0.005431206798889247, | |
| 0.005341740989538102, | |
| -0.005169501912463518, | |
| 0.00513404727692727, | |
| -0.004362382368660257, | |
| -0.003986279315282199, | |
| -0.003934820092767034, | |
| 0.003873116772197208, | |
| 0.003782673561269822, | |
| -0.0036062597892895726, | |
| -0.0031582706953591977, | |
| 0.0031311301606351096, | |
| 0.0029941984530919247, | |
| -0.002982090016991598, | |
| 0.0026460789863050073, | |
| -0.002477307801905816, | |
| 0.0024717930943436873, | |
| -0.0024238747196642465, | |
| -0.002155738026643016, | |
| 0.002141391230711353, | |
| -0.002031701661096755, | |
| 0.0019974436604482705, | |
| 0.001734777386707204, | |
| 0.001703579931669165, | |
| 0.001667790210739359, | |
| -0.0016339576697830442, | |
| 0.0015612246902648882, | |
| 0.001454160496937913, | |
| 0.0013053367355766261, | |
| 0.0012595582183060013, | |
| -0.0012550361890187813, | |
| 0.0011314375317365473, | |
| -0.0009790373067506098, | |
| 0.0009781059082623503, | |
| -0.0009340593739371806, | |
| 0.0008626922909598323, | |
| -0.0008525210079739737, | |
| 0.0008200175109281157, | |
| 0.0007742972846352102, | |
| 0.000634681615488624, | |
| -0.0005686145289148964, | |
| -0.00049249339251572, | |
| 0.00043582391472258533, | |
| 0.0003743777155467678, | |
| 0.00032110797381090084, | |
| -0.0003101428193102582, | |
| -0.0002871690750178438, | |
| 0.0002781293529883278, | |
| 0.00026388506259998796, | |
| 0.00024890524758888196, | |
| 0.00020617849532420554, | |
| -0.00014036344930312765, | |
| 0.00013800152711793235, | |
| -0.00013497732477983434, | |
| 5.1963450347166714e-05, | |
| -5.028081642881631e-05, | |
| -2.713524182227632e-05, | |
| 2.6046201282964235e-05, | |
| 2.2394746712849732e-05, | |
| -2.1618414201022878e-05, | |
| 2.072275379536942e-05, | |
| 1.978688000465427e-05, | |
| -1.064613814829422e-05, | |
| -4.102132510061448e-06, | |
| 7.522119900140811e-17, | |
| -3.3049473119902962e-18, | |
| 5.682714835096438e-19 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.11567172212331296, | |
| 0.07926700326444669, | |
| 0.07527942560466135, | |
| 0.05481130866730835, | |
| 0.052568633469443196, | |
| 0.045641518114452564, | |
| 0.04349042618075248, | |
| 0.042528007953237745, | |
| 0.038224289917285895, | |
| 0.03730539048044822, | |
| 0.03639352897291266, | |
| 0.03424758559451051, | |
| 0.03373741074517173, | |
| 0.033471513953817686, | |
| 0.03296568522611585, | |
| 0.031356458926106834, | |
| 0.03120631444378636, | |
| 0.030416727333008094, | |
| 0.030289871092727738, | |
| 0.03024189696415583, | |
| 0.030106499668239414, | |
| 0.02883884714548099, | |
| 0.028356746888864786, | |
| 0.027040181123762826, | |
| 0.02617623396716568, | |
| 0.02563035293216983, | |
| 0.023881043310246257, | |
| 0.023027547382297606, | |
| 0.022672597747773086, | |
| 0.022656850633593018, | |
| 0.022099875749021378, | |
| 0.021946951619119828, | |
| 0.021744715508057722, | |
| 0.021713081650987908, | |
| 0.021492772803287968, | |
| 0.020153783017268802, | |
| 0.019898964813476274, | |
| 0.019652709014680952, | |
| 0.019514471668602016, | |
| 0.01904980942656495, | |
| 0.018385461066014623, | |
| 0.018071942020741673, | |
| 0.017994034887119925, | |
| 0.017779816107035964, | |
| 0.01768235640566476, | |
| 0.017316983509405425, | |
| 0.017268267988779784, | |
| 0.01690017370458688, | |
| 0.01631444460440681, | |
| 0.015097281503686437, | |
| 0.014732759960851008, | |
| 0.014637187278971186, | |
| 0.014056037709504844, | |
| 0.013708014564696034, | |
| 0.013637086507099534, | |
| 0.013239665674097028, | |
| 0.013012116332819066, | |
| 0.012772927492207542, | |
| 0.011325289711245341, | |
| 0.011188710313763712, | |
| 0.01054989204760798, | |
| 0.010447886114492334, | |
| 0.010439273937254835, | |
| 0.010307111027285844, | |
| 0.010224818081193262, | |
| 0.010005931277802546, | |
| 0.009895252307018206, | |
| 0.009535684326551563, | |
| 0.009138450222989964, | |
| 0.00898754726721883, | |
| 0.008753028697638271, | |
| 0.008721544283469778, | |
| 0.008486485318179087, | |
| 0.008384401274990244, | |
| 0.00827792340384226, | |
| 0.007764101406088284, | |
| 0.007568916245947189, | |
| 0.007501093591404458, | |
| 0.0074556684220718995, | |
| 0.007397222521395875, | |
| 0.00735383168577062, | |
| 0.007344407031578251, | |
| 0.007259717006521077, | |
| 0.0071449645863958374, | |
| 0.006926992784261744, | |
| 0.006886359935321471, | |
| 0.006868151201125821, | |
| 0.006847128723135578, | |
| 0.006762440499231255, | |
| 0.00661374293068826, | |
| 0.006256959215414302, | |
| 0.006168165955192134, | |
| 0.005860851925989021, | |
| 0.005857437056739691, | |
| 0.005685688083022712, | |
| 0.005633830758384729, | |
| 0.005600349853478263, | |
| 0.005431206798889247, | |
| 0.005341740989538102, | |
| 0.005169501912463518, | |
| 0.00513404727692727, | |
| 0.004362382368660257, | |
| 0.003986279315282199, | |
| 0.003934820092767034, | |
| 0.003873116772197208, | |
| 0.003782673561269822, | |
| 0.0036062597892895726, | |
| 0.0031582706953591977, | |
| 0.0031311301606351096, | |
| 0.0029941984530919247, | |
| 0.002982090016991598, | |
| 0.0026460789863050073, | |
| 0.002477307801905816, | |
| 0.0024717930943436873, | |
| 0.0024238747196642465, | |
| 0.002155738026643016, | |
| 0.002141391230711353, | |
| 0.002031701661096755, | |
| 0.0019974436604482705, | |
| 0.001734777386707204, | |
| 0.001703579931669165, | |
| 0.001667790210739359, | |
| 0.0016339576697830442, | |
| 0.0015612246902648882, | |
| 0.001454160496937913, | |
| 0.0013053367355766261, | |
| 0.0012595582183060013, | |
| 0.0012550361890187813, | |
| 0.0011314375317365473, | |
| 0.0009790373067506098, | |
| 0.0009781059082623503, | |
| 0.0009340593739371806, | |
| 0.0008626922909598323, | |
| 0.0008525210079739737, | |
| 0.0008200175109281157, | |
| 0.0007742972846352102, | |
| 0.000634681615488624, | |
| 0.0005686145289148964, | |
| 0.00049249339251572, | |
| 0.00043582391472258533, | |
| 0.0003743777155467678, | |
| 0.00032110797381090084, | |
| 0.0003101428193102582, | |
| 0.0002871690750178438, | |
| 0.0002781293529883278, | |
| 0.00026388506259998796, | |
| 0.00024890524758888196, | |
| 0.00020617849532420554, | |
| 0.00014036344930312765, | |
| 0.00013800152711793235, | |
| 0.00013497732477983434, | |
| 5.1963450347166714e-05, | |
| 5.028081642881631e-05, | |
| 2.713524182227632e-05, | |
| 2.6046201282964235e-05, | |
| 2.2394746712849732e-05, | |
| 2.1618414201022878e-05, | |
| 2.072275379536942e-05, | |
| 1.978688000465427e-05, | |
| 1.064613814829422e-05, | |
| 4.102132510061448e-06, | |
| 7.522119900140811e-17, | |
| 3.3049473119902962e-18, | |
| 5.682714835096438e-19 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 56.36363636363636, | |
| "precision": 60.65656565656566, | |
| "recall": 90.0, | |
| "f1": 71.06209150326796 | |
| }, | |
| "selection": { | |
| "precision": 1.032152404045061, | |
| "recall": 7.619047619047619, | |
| "f1": 1.8156661182927238, | |
| "jaccard": 0.9165632971333103 | |
| } | |
| } | |
| } |