{ | |
"significant_genes": { | |
"Variable": [ | |
"ABCB7", | |
"ABCA5", | |
"AGFG1", | |
"ABCD4", | |
"ABCA11P", | |
"AGA", | |
"BACH2", | |
"ACTC1", | |
"ABCC6", | |
"ADRB1", | |
"DNASE1L2", | |
"ANGPT1", | |
"ABCA12", | |
"AGBL3", | |
"EBLN2", | |
"ABCA7", | |
"CTRB1", | |
"ACTN3", | |
"ABCA6", | |
"AEN", | |
"ACAA2", | |
"COL15A1", | |
"ADORA3", | |
"ADGRL2", | |
"EEF1AKMT3", | |
"ASB1", | |
"AKT3", | |
"KLHL4", | |
"A4GALT", | |
"ANXA8", | |
"ACTN2", | |
"AADAC", | |
"DIO1", | |
"ANKRD36BP2", | |
"C3orf36", | |
"ANXA4", | |
"ARL4C", | |
"ACTR1A", | |
"ADCY6", | |
"AIM2", | |
"GLT8D2", | |
"DDIT4", | |
"KIZ", | |
"CCT3", | |
"ABHD3", | |
"H4C8", | |
"ACD", | |
"ACAN", | |
"DESI2", | |
"CLCN6", | |
"ALAS1", | |
"ACADL", | |
"ADAM11", | |
"ACTL6A", | |
"ABL1", | |
"ASGR2", | |
"FOLR3", | |
"GPR87", | |
"AVPR1A", | |
"ALDH5A1", | |
"ADNP2", | |
"C9", | |
"ABCA1", | |
"BAG4", | |
"CPS1", | |
"ADA", | |
"BAIAP2L2", | |
"ATG2B", | |
"ADGRD2", | |
"BGLAP", | |
"ACR", | |
"FAM120C", | |
"DFFB", | |
"ADAM29", | |
"ABR", | |
"ART3", | |
"BARX1", | |
"CYP27A1", | |
"SLFN12", | |
"ALS2CL", | |
"ALOX5", | |
"ACAP2", | |
"CD52", | |
"BTN2A2", | |
"TECTA", | |
"TADA2A", | |
"ADAM17", | |
"ACAD10", | |
"ABCB11", | |
"DNAAF1", | |
"ABO", | |
"CLUAP1", | |
"INSM1", | |
"ACBD3", | |
"CDKL5", | |
"CHD5", | |
"CDS1", | |
"RND3", | |
"CNTN5", | |
"NUBP2", | |
"DRAM1", | |
"APPL1", | |
"AKR1B10", | |
"ACACA", | |
"CPT1A", | |
"AGPAT2", | |
"ANTXR1", | |
"ADGRL4", | |
"ATXN7L3B", | |
"ADAM21", | |
"LAMB2", | |
"CPNE1", | |
"KLK8", | |
"ANKEF1", | |
"CCN4", | |
"ATP1B4", | |
"KIF5C", | |
"APOL3", | |
"ACSS3", | |
"CISD1", | |
"CA5A", | |
"CAP1", | |
"APCS", | |
"ACSBG2", | |
"PCDH11X", | |
"TEX12", | |
"ASAP2", | |
"PCDHB12", | |
"PHLDA3", | |
"SREK1", | |
"EDA2R", | |
"CHN1", | |
"BBS4", | |
"ATP2B4", | |
"ACSM3", | |
"ABI3BP", | |
"EPCAM", | |
"AGFG2", | |
"CH25H", | |
"C3", | |
"ABCC5", | |
"ZFHX3", | |
"KRT18P50", | |
"ITPKA", | |
"BRAF", | |
"AMBP", | |
"ANKH", | |
"ARHGAP8", | |
"COQ9", | |
"ARHGAP45", | |
"DNAL4", | |
"B4GALNT1", | |
"ASCL3", | |
"ADCY10", | |
"DNAI4", | |
"RPE65", | |
"CTNNAL1", | |
"FABP4", | |
"GCDH", | |
"AFF3", | |
"CDC37L1", | |
"AKTIP", | |
"CLCNKB", | |
"CPNE6", | |
"ACSM5", | |
"ALPK1", | |
"B3GALT4", | |
"DDX6", | |
"ATG16L1", | |
"ARHGAP44", | |
"DVL1", | |
"CCL8", | |
"PLEK", | |
"DCLRE1C", | |
"IFT88", | |
"FXYD7", | |
"RPL10", | |
"MAP7", | |
"CHFR", | |
"SYCE1L", | |
"APOBEC3C", | |
"FDXR", | |
"CYP26B1", | |
"CDC42EP3", | |
"AKAP5", | |
"EIF2B2", | |
"CLEC4E", | |
"HMGB3", | |
"ARSB", | |
"BCL2L10", | |
"FCGR2B", | |
"CAMKV", | |
"CA10", | |
"AFTPH", | |
"AKIP1", | |
"GPR88", | |
"BCL9", | |
"CD8B", | |
"LIMS2", | |
"SOAT2", | |
"KCTD7", | |
"AR", | |
"BRD3", | |
"TLX3", | |
"GAGE2A", | |
"IKZF3", | |
"HTR3A", | |
"CASD1", | |
"ARNT2", | |
"RASAL1", | |
"KITLG", | |
"DKK2", | |
"TMEM43", | |
"LRRC49", | |
"ZNF266", | |
"CCR7", | |
"ADCY8", | |
"COX20", | |
"FRRS1L", | |
"BTN3A2", | |
"MAGEA10", | |
"AFG2B", | |
"HSPA6", | |
"RTF2", | |
"SLC7A2", | |
"ACTR2", | |
"ADGRF5", | |
"BTD", | |
"VPS37C", | |
"GUCY2C", | |
"EMP2", | |
"DUOX1", | |
"ADIRF", | |
"DOK5", | |
"HIRA", | |
"ANKRD34C", | |
"AOC3", | |
"CYBRD1", | |
"UNG", | |
"PDE4DIP", | |
"CGRRF1", | |
"CMA1", | |
"GPATCH2L", | |
"ATRNL1", | |
"KIAA0087", | |
"BRCA1", | |
"CSRP3", | |
"ALDH1B1", | |
"CHRNA2", | |
"TRPM1", | |
"PFKM", | |
"CD68", | |
"LRP2BP", | |
"DNAAF11", | |
"ADAM7", | |
"ACYP2", | |
"SGCG", | |
"HEXA-AS1", | |
"ANXA8L1", | |
"GAGE2C" | |
], | |
"Coefficient": [ | |
0.10723036743785004, | |
0.058465102068030884, | |
-0.05701159181173154, | |
0.05335346023037479, | |
0.05315066627840923, | |
0.038579867023451064, | |
-0.03857435807959002, | |
-0.03803378158595512, | |
0.03478432118325215, | |
0.031225279534481665, | |
-0.02817000241426476, | |
0.027833529235303543, | |
-0.02727359014424927, | |
-0.026106235271486332, | |
0.025895287847363425, | |
-0.025627990555626486, | |
0.02510803592495908, | |
0.024752449982991732, | |
0.024601554039204707, | |
-0.024522850529166446, | |
0.024205434832055603, | |
0.023838578316056677, | |
0.023394637041726982, | |
-0.02300663433494715, | |
-0.022449451146010276, | |
-0.02223399010203097, | |
-0.02196139883452141, | |
0.021793835518613754, | |
-0.021628782160080032, | |
-0.021601849303839175, | |
0.020648996514211506, | |
0.02023103764673718, | |
-0.020132098775716287, | |
-0.0189298472560291, | |
-0.01888670414889523, | |
-0.01888417737887354, | |
0.01771679127878701, | |
-0.017230331194755522, | |
0.016973470694110614, | |
0.01692419375080458, | |
0.01679669589596869, | |
0.01677659039996521, | |
0.01649933761188554, | |
-0.01639292302479923, | |
-0.016136737834739612, | |
0.015928560969253724, | |
-0.015676798344852826, | |
0.01550098982730981, | |
-0.015167594713191535, | |
0.015164408094421798, | |
-0.014670245389262693, | |
0.014483239566975507, | |
0.014290334828579016, | |
-0.014254525027153978, | |
-0.013857752511514837, | |
0.013848289516199406, | |
0.013843457796104802, | |
-0.013631209834143659, | |
0.013123972592431948, | |
-0.01286882556684724, | |
-0.012730859339410797, | |
-0.01268542483056494, | |
0.012532015304532105, | |
-0.01196327407817125, | |
0.011949266827749692, | |
0.011834127435297562, | |
-0.011343293073744199, | |
-0.011229599639014294, | |
-0.011085466436082658, | |
-0.011032075068735351, | |
0.010977146263585681, | |
-0.010910635582570723, | |
0.010888472888847537, | |
0.010633771654771034, | |
-0.010581749960413772, | |
-0.010438903412698597, | |
-0.010245566577789304, | |
-0.009510469062140795, | |
-0.009482643289953966, | |
-0.009469009903503101, | |
-0.009355074185276934, | |
-0.009337497446680998, | |
-0.009131946370183221, | |
-0.00900614025933831, | |
-0.00850139044018068, | |
-0.008476237266317074, | |
-0.008088806214904593, | |
-0.00785533791840214, | |
0.007835782581399667, | |
-0.007421472924690241, | |
-0.007406194077758775, | |
0.007367296986100361, | |
-0.007273896418958271, | |
-0.007220499862499091, | |
-0.007216702504107347, | |
-0.007130888483884809, | |
-0.006956922073622911, | |
0.006579140804473437, | |
-0.006486914412133513, | |
0.006449013105515347, | |
-0.005936139939320136, | |
-0.005604348522069325, | |
-0.005519682620708827, | |
0.005514685607345656, | |
0.00545353522540956, | |
-0.005415555646293162, | |
-0.005303386230109201, | |
0.005260568949355007, | |
-0.005233556669738155, | |
0.0052092545835168026, | |
0.005188714421296548, | |
-0.005154003210682448, | |
-0.004775174436748449, | |
-0.0047597221836779315, | |
0.004685272621425143, | |
-0.004682103549670692, | |
0.004645907991610316, | |
0.004457323639227037, | |
0.004362470961303794, | |
0.0042767821563316055, | |
-0.004161271587006744, | |
0.004152316086737643, | |
-0.0041259208621188415, | |
0.003968881417047092, | |
-0.003617228280962599, | |
-0.0034268031709420955, | |
0.0032792522048374754, | |
0.0032279457894072135, | |
0.0031910943563026864, | |
0.0031345907990304915, | |
0.0030972061605420488, | |
-0.0030443643930155007, | |
-0.002952898741304252, | |
-0.002776869406804418, | |
0.00272511279890006, | |
0.002652379079496051, | |
-0.002588963369935803, | |
-0.002462139397689615, | |
0.0024620780542744963, | |
-0.0024590375132083637, | |
0.0024478961375591483, | |
0.002411926170243052, | |
-0.0023532137823386945, | |
-0.00232723656266837, | |
-0.0022842605869544106, | |
0.0022414652899324203, | |
-0.0022191746732038485, | |
-0.0022054245972232774, | |
0.0022011164750444724, | |
0.0021979297911465536, | |
-0.002171041970421967, | |
-0.0021170622899942732, | |
-0.00211419102950923, | |
-0.002077317325447277, | |
-0.0020690228739851163, | |
0.002033925663901639, | |
-0.001952946433213919, | |
-0.0019013053385281455, | |
-0.001881057075701384, | |
0.0017972001526450148, | |
0.0017744905925307982, | |
-0.0017360166370469603, | |
-0.001698817738947689, | |
-0.001648995373509584, | |
0.00160103547050067, | |
-0.0015710189547025956, | |
0.001568536918785178, | |
0.0015685127865314665, | |
-0.0015577047810635563, | |
-0.001553902072650765, | |
-0.0015373635731380903, | |
-0.0015044433159577563, | |
-0.0015029045588805892, | |
0.0014917075546821469, | |
0.0014418431513428232, | |
0.0012121966337521667, | |
-0.0011491056355988276, | |
0.0011386042911500373, | |
-0.001125026847117063, | |
-0.0010857132072124268, | |
-0.0010696892823261399, | |
0.0010673797532014793, | |
0.001045919910475778, | |
-0.0010197049833370925, | |
0.0009994698156800294, | |
0.0009077017105807425, | |
0.0008812115198042727, | |
-0.0008226360303401549, | |
0.0008095333777219842, | |
-0.0007704027197201473, | |
0.0007689452388936296, | |
-0.0007354729990634673, | |
-0.0007282582207592984, | |
0.0006124642183438398, | |
0.000599056820898636, | |
-0.0005917973815286444, | |
-0.0005864188458742151, | |
-0.0005717010589183303, | |
-0.0005595649959799967, | |
-0.0005416783337040191, | |
-0.0005395951558442711, | |
-0.0005348900176309472, | |
0.0005056381624028364, | |
0.0005007872299172274, | |
0.000496077966219158, | |
0.0004891104770694516, | |
0.0004832387244272377, | |
-0.00047307524108444537, | |
-0.00046540674087503284, | |
-0.00045630255043455304, | |
-0.00044972675515784496, | |
0.00039937309819661096, | |
-0.0003790692888595036, | |
-0.00037558035728125, | |
-0.0003666125067724901, | |
-0.000363125799889596, | |
0.00036219429291232713, | |
-0.00035702749805719796, | |
-0.00033330337120619536, | |
0.0003098251620132448, | |
0.0003079967200597895, | |
0.00027667563471485353, | |
0.00027593721070286783, | |
-0.00026691619828902107, | |
-0.00026586337244251495, | |
-0.00025428168458967913, | |
0.0002536453735353217, | |
-0.0002371697278711348, | |
0.0002239196105317751, | |
0.0002235964314162214, | |
-0.00019888062447145026, | |
-0.000181566624704437, | |
0.0001734503284442097, | |
0.00016606970171678404, | |
-0.00016017614565480868, | |
-0.00015625207861574362, | |
0.00013980952409427716, | |
-0.0001390062625218385, | |
-0.00011782867718207013, | |
-0.00011724488629403776, | |
-0.00011533001320423956, | |
-0.00010083400296537182, | |
9.881143510235288e-05, | |
-9.678855752027366e-05, | |
9.111663047265671e-05, | |
-9.036871747607786e-05, | |
8.742011362294818e-05, | |
-6.795669214354103e-05, | |
-4.8631040778528926e-05, | |
4.842012516760026e-05, | |
-3.557049470048874e-05, | |
-3.332398678171835e-05, | |
-3.072506947396304e-05, | |
-2.0037663689620455e-05, | |
1.1005175826733597e-05, | |
-4.382174968662993e-06, | |
-2.6552679392193553e-06, | |
-1.1799136788026056e-06, | |
-2.0166160408230384e-18, | |
1.0842021724855044e-19 | |
], | |
"Absolute Coefficient": [ | |
0.10723036743785004, | |
0.058465102068030884, | |
0.05701159181173154, | |
0.05335346023037479, | |
0.05315066627840923, | |
0.038579867023451064, | |
0.03857435807959002, | |
0.03803378158595512, | |
0.03478432118325215, | |
0.031225279534481665, | |
0.02817000241426476, | |
0.027833529235303543, | |
0.02727359014424927, | |
0.026106235271486332, | |
0.025895287847363425, | |
0.025627990555626486, | |
0.02510803592495908, | |
0.024752449982991732, | |
0.024601554039204707, | |
0.024522850529166446, | |
0.024205434832055603, | |
0.023838578316056677, | |
0.023394637041726982, | |
0.02300663433494715, | |
0.022449451146010276, | |
0.02223399010203097, | |
0.02196139883452141, | |
0.021793835518613754, | |
0.021628782160080032, | |
0.021601849303839175, | |
0.020648996514211506, | |
0.02023103764673718, | |
0.020132098775716287, | |
0.0189298472560291, | |
0.01888670414889523, | |
0.01888417737887354, | |
0.01771679127878701, | |
0.017230331194755522, | |
0.016973470694110614, | |
0.01692419375080458, | |
0.01679669589596869, | |
0.01677659039996521, | |
0.01649933761188554, | |
0.01639292302479923, | |
0.016136737834739612, | |
0.015928560969253724, | |
0.015676798344852826, | |
0.01550098982730981, | |
0.015167594713191535, | |
0.015164408094421798, | |
0.014670245389262693, | |
0.014483239566975507, | |
0.014290334828579016, | |
0.014254525027153978, | |
0.013857752511514837, | |
0.013848289516199406, | |
0.013843457796104802, | |
0.013631209834143659, | |
0.013123972592431948, | |
0.01286882556684724, | |
0.012730859339410797, | |
0.01268542483056494, | |
0.012532015304532105, | |
0.01196327407817125, | |
0.011949266827749692, | |
0.011834127435297562, | |
0.011343293073744199, | |
0.011229599639014294, | |
0.011085466436082658, | |
0.011032075068735351, | |
0.010977146263585681, | |
0.010910635582570723, | |
0.010888472888847537, | |
0.010633771654771034, | |
0.010581749960413772, | |
0.010438903412698597, | |
0.010245566577789304, | |
0.009510469062140795, | |
0.009482643289953966, | |
0.009469009903503101, | |
0.009355074185276934, | |
0.009337497446680998, | |
0.009131946370183221, | |
0.00900614025933831, | |
0.00850139044018068, | |
0.008476237266317074, | |
0.008088806214904593, | |
0.00785533791840214, | |
0.007835782581399667, | |
0.007421472924690241, | |
0.007406194077758775, | |
0.007367296986100361, | |
0.007273896418958271, | |
0.007220499862499091, | |
0.007216702504107347, | |
0.007130888483884809, | |
0.006956922073622911, | |
0.006579140804473437, | |
0.006486914412133513, | |
0.006449013105515347, | |
0.005936139939320136, | |
0.005604348522069325, | |
0.005519682620708827, | |
0.005514685607345656, | |
0.00545353522540956, | |
0.005415555646293162, | |
0.005303386230109201, | |
0.005260568949355007, | |
0.005233556669738155, | |
0.0052092545835168026, | |
0.005188714421296548, | |
0.005154003210682448, | |
0.004775174436748449, | |
0.0047597221836779315, | |
0.004685272621425143, | |
0.004682103549670692, | |
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}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 70.0, | |
"precision": 68.0, | |
"recall": 80.53030303030303, | |
"f1": 72.26190476190477 | |
}, | |
"selection": { | |
"precision": 0.44263237335351874, | |
"recall": 1.6666666666666667, | |
"f1": 0.6993451608406278, | |
"jaccard": 0.3513844915031016 | |
} | |
} | |
} |