| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "ABCA13", | |
| "ATP6V0A2", | |
| "ADAM23", | |
| "DSEL", | |
| "AFAP1-AS1", | |
| "SIAE", | |
| "ACAP2", | |
| "ASMTL-AS1", | |
| "AGBL4", | |
| "ADAP1", | |
| "ENTPD4", | |
| "ARMH4", | |
| "MTUS2-AS1", | |
| "CDK12", | |
| "C8orf88", | |
| "AGFG2", | |
| "EXD1", | |
| "C14orf180", | |
| "ARSB", | |
| "ADGRG3", | |
| "COL1A1", | |
| "ADAM9", | |
| "KCNA6", | |
| "CES5A", | |
| "BTBD19", | |
| "AAGAB", | |
| "PAX8", | |
| "AGAP11", | |
| "ACTB", | |
| "ABCC4", | |
| "AHI1", | |
| "ACP1", | |
| "COCH", | |
| "EXD3", | |
| "ACTR2", | |
| "AHNAK2", | |
| "DYNLRB1", | |
| "AMER2", | |
| "ATOH7", | |
| "CC2D2B", | |
| "AGK", | |
| "BCL6B", | |
| "C6orf141", | |
| "BEST3", | |
| "CD200R1", | |
| "POLK", | |
| "GCLC", | |
| "ZNF577", | |
| "ENTPD3-AS1", | |
| "AKT1S1", | |
| "DGKE", | |
| "FRA10AC1", | |
| "DENND5B", | |
| "DNAI3", | |
| "CFAP221", | |
| "ABHD11", | |
| "ADAM32", | |
| "EPB41L4A", | |
| "C16orf46", | |
| "DIRC1", | |
| "CFAP47", | |
| "ZNF114", | |
| "DNAJC3", | |
| "KRT73", | |
| "DEUP1", | |
| "UBE2I", | |
| "AK7", | |
| "ADAMTS18", | |
| "ANKRD65", | |
| "DND1", | |
| "MPHOSPH6", | |
| "CLASP2", | |
| "DDAH1", | |
| "CLIC6", | |
| "NUDT9P1", | |
| "CDO1", | |
| "FIP1L1", | |
| "TMEM53", | |
| "TSPEAR", | |
| "BIN3", | |
| "C10orf126", | |
| "CCDC140", | |
| "AK8", | |
| "GPR82", | |
| "CNTNAP4", | |
| "AIFM3", | |
| "BTBD16", | |
| "SLC7A14", | |
| "ABHD6", | |
| "CYCS", | |
| "PANX2", | |
| "ASH1L-AS1", | |
| "CYTH4", | |
| "HDAC9", | |
| "ASAP1-IT2", | |
| "CACNA1C", | |
| "AQP4-AS1", | |
| "BFSP2-AS1", | |
| "HDAC4", | |
| "CDH19", | |
| "CARF", | |
| "CCDC150", | |
| "ADAMTS15", | |
| "CYP4A11", | |
| "ASB14", | |
| "ACTR3B", | |
| "ACACB", | |
| "LARS2", | |
| "DNPH1", | |
| "B4GALNT2", | |
| "NBPF4", | |
| "MGC16275", | |
| "ZNF280D", | |
| "CDH24", | |
| "SEMA3A", | |
| "ARHGAP29", | |
| "ZSCAN20", | |
| "DNAJA3", | |
| "C9orf43", | |
| "FAM20A", | |
| "ERVFH21-1", | |
| "FAM76B", | |
| "CBFA2T2", | |
| "CNST", | |
| "BMP2K", | |
| "ENTPD5", | |
| "ATF6B", | |
| "GPR173", | |
| "SBF2", | |
| "CLECL1P", | |
| "IRAK1", | |
| "DYNLT2", | |
| "CEP89", | |
| "LMOD3", | |
| "EPS15L1", | |
| "KCNE4", | |
| "HEATR9", | |
| "FAM227B", | |
| "CNOT6L", | |
| "POM121L1P", | |
| "AGPAT1", | |
| "BNC1", | |
| "AGAP2-AS1", | |
| "DBF4B", | |
| "KCNJ9", | |
| "EML4", | |
| "OR7D2", | |
| "DIS3L2", | |
| "CNP", | |
| "CILK1", | |
| "NT5DC2", | |
| "PACSIN2", | |
| "CCDC13", | |
| "ATP6V1H", | |
| "CCDC116", | |
| "HTRA4", | |
| "CCDC27", | |
| "DNAAF5", | |
| "CYGB", | |
| "PKHD1", | |
| "CCDC174", | |
| "RSPO2", | |
| "MYO1H" | |
| ], | |
| "Coefficient": [ | |
| -0.13058687992948448, | |
| -0.07160446799675477, | |
| 0.06846415743803638, | |
| 0.0644218081656117, | |
| 0.05223068513429304, | |
| 0.042416072058337834, | |
| 0.0422559844653301, | |
| 0.04156140655068353, | |
| -0.04113609271268678, | |
| -0.04106796618853934, | |
| -0.039743256591493456, | |
| 0.038417640370202524, | |
| 0.03501622711596893, | |
| -0.03465662747965956, | |
| -0.03352464690252678, | |
| 0.033363298745059715, | |
| 0.032057198065002755, | |
| -0.03189436245418144, | |
| -0.03188135766444883, | |
| -0.031836756859744325, | |
| 0.031634191093810576, | |
| 0.03078402093636152, | |
| 0.02974155658980066, | |
| -0.028098012592078152, | |
| 0.027654658404345472, | |
| 0.026784301691380158, | |
| -0.026604708533356548, | |
| 0.026343116717665527, | |
| 0.025241734226215933, | |
| 0.024328435029931584, | |
| 0.023899676045426234, | |
| -0.023698644179747628, | |
| -0.02274187328022512, | |
| -0.022260493384149028, | |
| 0.02225748368475566, | |
| -0.02161727162628893, | |
| 0.021603337059742503, | |
| 0.020525742084542595, | |
| -0.02038671489887529, | |
| 0.01958654068650551, | |
| -0.019497430133536133, | |
| 0.019174592214434672, | |
| -0.0189266796428906, | |
| 0.018764967090139046, | |
| 0.01750315047549378, | |
| -0.017111405090995513, | |
| 0.0169034597532301, | |
| 0.014524584630019455, | |
| -0.014498400999478186, | |
| 0.014401289769246534, | |
| 0.013652183080285438, | |
| -0.01315442006994764, | |
| 0.012454550791228475, | |
| 0.01153524919663319, | |
| 0.010508208179109857, | |
| -0.010505109406120247, | |
| -0.010413758880898603, | |
| 0.010400194091215382, | |
| -0.010293936113778565, | |
| 0.010091951392830352, | |
| 0.009898084000999502, | |
| 0.009517147936970172, | |
| -0.009255499838734619, | |
| 0.008973042544507025, | |
| -0.008819608966604992, | |
| -0.00877426355124144, | |
| -0.008739577120649097, | |
| -0.008723617356595553, | |
| -0.00861976133573438, | |
| 0.008531973927285844, | |
| 0.008082962378485947, | |
| 0.007888205209221346, | |
| -0.00784610076840821, | |
| -0.007778299991895685, | |
| 0.007421669725829849, | |
| 0.007202915294917382, | |
| 0.006814004123645616, | |
| 0.006693419606127559, | |
| -0.0066725185682929376, | |
| -0.006408981807277795, | |
| -0.00630002663155022, | |
| 0.006181777613214049, | |
| -0.006170926208047404, | |
| -0.005931552117354239, | |
| -0.005913368866765459, | |
| 0.005823926271437193, | |
| -0.00577097519123551, | |
| 0.005345404954471568, | |
| -0.005285592031731493, | |
| -0.0051043813527142465, | |
| -0.004964730284063251, | |
| -0.004872221151356931, | |
| -0.004699611526430995, | |
| -0.004653237411505756, | |
| -0.0045454165785908905, | |
| 0.004484129846559895, | |
| -0.004462744388670814, | |
| -0.004362336950133197, | |
| -0.0040642976744212555, | |
| 0.0039884510226201675, | |
| 0.003934958615057635, | |
| 0.0037588861061542914, | |
| -0.003450544987609144, | |
| 0.0033878979620177133, | |
| 0.003136369071330237, | |
| -0.003095015284609795, | |
| -0.0029893063104442686, | |
| -0.002974700769924764, | |
| -0.002700870846269554, | |
| -0.0026723102475899236, | |
| 0.0026616441970600873, | |
| -0.0026570600250270626, | |
| -0.0024365569913482716, | |
| -0.002212909110034355, | |
| 0.00207756561693247, | |
| 0.0020418024694190307, | |
| -0.0016695564952327535, | |
| -0.0016157440308924803, | |
| 0.0015832744553680395, | |
| 0.0013672677101273243, | |
| 0.0013473932076912853, | |
| 0.0013420493627714395, | |
| 0.0012869886140792195, | |
| 0.0011554827059306716, | |
| 0.001074253492558763, | |
| -0.0008498368731268648, | |
| 0.0008144032628270902, | |
| 0.0007869481629931367, | |
| 0.0006322183963331455, | |
| 0.0006094848347319101, | |
| 0.000607868853832667, | |
| -0.0005313035010053437, | |
| -0.0005184658837666295, | |
| -0.0005080575748270498, | |
| 0.0004268526355225049, | |
| -0.00040741123376931005, | |
| -0.00039550328561931125, | |
| -0.00035649246297230456, | |
| 0.00034920814521867324, | |
| -0.0003293548422215511, | |
| -0.0003049542726245402, | |
| -0.0002910983842471858, | |
| 0.00028591473357454964, | |
| 0.0002634770954503526, | |
| 0.000255806086725322, | |
| 0.00023760730225631606, | |
| -0.0002254562106762643, | |
| -0.00018507450253223213, | |
| 0.00016562145385528877, | |
| 0.00016339513290930993, | |
| -0.00015020543129072814, | |
| 0.0001419504594423354, | |
| 0.000136277723511217, | |
| 0.00011178264072229986, | |
| -6.871266059397019e-05, | |
| -5.5367001553281416e-05, | |
| 2.3573000837465523e-05, | |
| -2.145458116459521e-05, | |
| 2.02202354682766e-05, | |
| -1.389525797862375e-05, | |
| 7.57925264370572e-06, | |
| 6.3870508979917e-07, | |
| 6.090302437071129e-07 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.13058687992948448, | |
| 0.07160446799675477, | |
| 0.06846415743803638, | |
| 0.0644218081656117, | |
| 0.05223068513429304, | |
| 0.042416072058337834, | |
| 0.0422559844653301, | |
| 0.04156140655068353, | |
| 0.04113609271268678, | |
| 0.04106796618853934, | |
| 0.039743256591493456, | |
| 0.038417640370202524, | |
| 0.03501622711596893, | |
| 0.03465662747965956, | |
| 0.03352464690252678, | |
| 0.033363298745059715, | |
| 0.032057198065002755, | |
| 0.03189436245418144, | |
| 0.03188135766444883, | |
| 0.031836756859744325, | |
| 0.031634191093810576, | |
| 0.03078402093636152, | |
| 0.02974155658980066, | |
| 0.028098012592078152, | |
| 0.027654658404345472, | |
| 0.026784301691380158, | |
| 0.026604708533356548, | |
| 0.026343116717665527, | |
| 0.025241734226215933, | |
| 0.024328435029931584, | |
| 0.023899676045426234, | |
| 0.023698644179747628, | |
| 0.02274187328022512, | |
| 0.022260493384149028, | |
| 0.02225748368475566, | |
| 0.02161727162628893, | |
| 0.021603337059742503, | |
| 0.020525742084542595, | |
| 0.02038671489887529, | |
| 0.01958654068650551, | |
| 0.019497430133536133, | |
| 0.019174592214434672, | |
| 0.0189266796428906, | |
| 0.018764967090139046, | |
| 0.01750315047549378, | |
| 0.017111405090995513, | |
| 0.0169034597532301, | |
| 0.014524584630019455, | |
| 0.014498400999478186, | |
| 0.014401289769246534, | |
| 0.013652183080285438, | |
| 0.01315442006994764, | |
| 0.012454550791228475, | |
| 0.01153524919663319, | |
| 0.010508208179109857, | |
| 0.010505109406120247, | |
| 0.010413758880898603, | |
| 0.010400194091215382, | |
| 0.010293936113778565, | |
| 0.010091951392830352, | |
| 0.009898084000999502, | |
| 0.009517147936970172, | |
| 0.009255499838734619, | |
| 0.008973042544507025, | |
| 0.008819608966604992, | |
| 0.00877426355124144, | |
| 0.008739577120649097, | |
| 0.008723617356595553, | |
| 0.00861976133573438, | |
| 0.008531973927285844, | |
| 0.008082962378485947, | |
| 0.007888205209221346, | |
| 0.00784610076840821, | |
| 0.007778299991895685, | |
| 0.007421669725829849, | |
| 0.007202915294917382, | |
| 0.006814004123645616, | |
| 0.006693419606127559, | |
| 0.0066725185682929376, | |
| 0.006408981807277795, | |
| 0.00630002663155022, | |
| 0.006181777613214049, | |
| 0.006170926208047404, | |
| 0.005931552117354239, | |
| 0.005913368866765459, | |
| 0.005823926271437193, | |
| 0.00577097519123551, | |
| 0.005345404954471568, | |
| 0.005285592031731493, | |
| 0.0051043813527142465, | |
| 0.004964730284063251, | |
| 0.004872221151356931, | |
| 0.004699611526430995, | |
| 0.004653237411505756, | |
| 0.0045454165785908905, | |
| 0.004484129846559895, | |
| 0.004462744388670814, | |
| 0.004362336950133197, | |
| 0.0040642976744212555, | |
| 0.0039884510226201675, | |
| 0.003934958615057635, | |
| 0.0037588861061542914, | |
| 0.003450544987609144, | |
| 0.0033878979620177133, | |
| 0.003136369071330237, | |
| 0.003095015284609795, | |
| 0.0029893063104442686, | |
| 0.002974700769924764, | |
| 0.002700870846269554, | |
| 0.0026723102475899236, | |
| 0.0026616441970600873, | |
| 0.0026570600250270626, | |
| 0.0024365569913482716, | |
| 0.002212909110034355, | |
| 0.00207756561693247, | |
| 0.0020418024694190307, | |
| 0.0016695564952327535, | |
| 0.0016157440308924803, | |
| 0.0015832744553680395, | |
| 0.0013672677101273243, | |
| 0.0013473932076912853, | |
| 0.0013420493627714395, | |
| 0.0012869886140792195, | |
| 0.0011554827059306716, | |
| 0.001074253492558763, | |
| 0.0008498368731268648, | |
| 0.0008144032628270902, | |
| 0.0007869481629931367, | |
| 0.0006322183963331455, | |
| 0.0006094848347319101, | |
| 0.000607868853832667, | |
| 0.0005313035010053437, | |
| 0.0005184658837666295, | |
| 0.0005080575748270498, | |
| 0.0004268526355225049, | |
| 0.00040741123376931005, | |
| 0.00039550328561931125, | |
| 0.00035649246297230456, | |
| 0.00034920814521867324, | |
| 0.0003293548422215511, | |
| 0.0003049542726245402, | |
| 0.0002910983842471858, | |
| 0.00028591473357454964, | |
| 0.0002634770954503526, | |
| 0.000255806086725322, | |
| 0.00023760730225631606, | |
| 0.0002254562106762643, | |
| 0.00018507450253223213, | |
| 0.00016562145385528877, | |
| 0.00016339513290930993, | |
| 0.00015020543129072814, | |
| 0.0001419504594423354, | |
| 0.000136277723511217, | |
| 0.00011178264072229986, | |
| 6.871266059397019e-05, | |
| 5.5367001553281416e-05, | |
| 2.3573000837465523e-05, | |
| 2.145458116459521e-05, | |
| 2.02202354682766e-05, | |
| 1.389525797862375e-05, | |
| 7.57925264370572e-06, | |
| 6.3870508979917e-07, | |
| 6.090302437071129e-07 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 61.81818181818183, | |
| "precision": 61.81818181818183, | |
| "recall": 100.0, | |
| "f1": 75.72875816993464 | |
| }, | |
| "selection": { | |
| "precision": 1.4583789882096165, | |
| "recall": 10.476190476190478, | |
| "f1": 2.556371560051506, | |
| "jaccard": 1.2968979317130542 | |
| } | |
| } | |
| } |