| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "ABCC3", | |
| "AADACL3", | |
| "ABCA15P", | |
| "AADACL4", | |
| "ABCA1", | |
| "AADAC", | |
| "AAMDC", | |
| "ABCA9", | |
| "A4GALT", | |
| "ACP6", | |
| "ABCC2", | |
| "AATK", | |
| "ABHD12B", | |
| "ABCA2", | |
| "AADACL2", | |
| "ACTBP7", | |
| "ABCA10", | |
| "AARSD1", | |
| "ADGRG4", | |
| "ABCA12", | |
| "ADCY1", | |
| "AAGAB", | |
| "ADAMTS10", | |
| "ABCA8", | |
| "AARD", | |
| "ACAA2", | |
| "AARS2", | |
| "AASS", | |
| "ABCC6", | |
| "ABHD2", | |
| "ADAM12", | |
| "AMTN", | |
| "ABCG1", | |
| "AASDH", | |
| "ACOXL", | |
| "ABCF1", | |
| "A4GNT", | |
| "ADAM3A", | |
| "ACOT12", | |
| "ABCA13", | |
| "ALKAL1", | |
| "ACSM6", | |
| "ABCC6P1", | |
| "ABCA4", | |
| "ACTR5", | |
| "ANKDD1A", | |
| "ACSS3", | |
| "EFNA1", | |
| "AFF2", | |
| "ANKRD29", | |
| "AKR1D1", | |
| "ACYP2", | |
| "ACAT2", | |
| "ACKR3", | |
| "ADAM2", | |
| "ANKRD6", | |
| "ACOT8", | |
| "ADGRB2", | |
| "ABTB2", | |
| "ADAMTS1", | |
| "ADGRE3", | |
| "ADAMDEC1", | |
| "ANGPTL7", | |
| "FABP7", | |
| "ACTR8", | |
| "ADGRE4P", | |
| "BPIFA2", | |
| "ARPP21", | |
| "ACP3", | |
| "ACTN1", | |
| "CLDN18", | |
| "B3GALNT2", | |
| "C14orf39", | |
| "ACCSL", | |
| "RNU6-867P", | |
| "ANKRD13C-DT", | |
| "ANKRD34B", | |
| "ANOS2P", | |
| "C11orf16", | |
| "OR4D1", | |
| "AAR2", | |
| "CLDN10", | |
| "AMZ2P1", | |
| "AGR2", | |
| "ACTA1", | |
| "ACTA2-AS1", | |
| "AGBL1", | |
| "ACSM2A", | |
| "A3GALT2", | |
| "BIRC5", | |
| "RN7SKP243", | |
| "AHSA1", | |
| "OR10R3P", | |
| "AKR1E2", | |
| "ADK", | |
| "CRH", | |
| "AHRR", | |
| "ANKRD20A1", | |
| "AAMP", | |
| "ACKR4", | |
| "CCR8", | |
| "BAIAP2L1", | |
| "AMACR", | |
| "ACAD11", | |
| "ABCD2", | |
| "ACACB", | |
| "NCKAP5", | |
| "AK1", | |
| "C5orf46", | |
| "CDH10", | |
| "ACTBP2", | |
| "CLIC6", | |
| "IFNA14", | |
| "ALG2", | |
| "CFAP97D1", | |
| "ATP12A", | |
| "ADCY4", | |
| "ADD1", | |
| "AGXT2", | |
| "ACTR6", | |
| "ANOS1", | |
| "ADISSP", | |
| "COLQ", | |
| "INTS4P1", | |
| "APOBEC3D", | |
| "ARHGAP20", | |
| "AMD1", | |
| "ABAT", | |
| "MYH15", | |
| "ANGPTL6", | |
| "ARHGAP17", | |
| "CFAP126", | |
| "AIFM1", | |
| "ADGRV1", | |
| "ADRB2", | |
| "ACBD7", | |
| "AKR1C2", | |
| "CNTN5", | |
| "APOA4", | |
| "APIP", | |
| "ABHD10", | |
| "RNA5SP197", | |
| "CA13", | |
| "DMRT3", | |
| "DUSP5P1", | |
| "AIFM2", | |
| "GALNT15", | |
| "BMP2", | |
| "ACOT1", | |
| "CASQ2", | |
| "ADGRF2P", | |
| "CD34", | |
| "MIR106A", | |
| "ARHGEF40", | |
| "ACOT9", | |
| "AIM2", | |
| "ATIC", | |
| "GDF10", | |
| "ACSF2", | |
| "ADAMTSL1", | |
| "ADGRG6", | |
| "ADAMTS13", | |
| "BEND6", | |
| "CST9L", | |
| "CA5BP1", | |
| "AGBL4", | |
| "AFG3L2", | |
| "CYP4F11", | |
| "CLEC9A", | |
| "AKR1C1", | |
| "ATP7B", | |
| "AARS1", | |
| "ASCL1", | |
| "AMDHD1", | |
| "HOXB1", | |
| "CABCOCO1", | |
| "ACTA2", | |
| "BAALC-AS2", | |
| "FUT10", | |
| "TP53AIP1", | |
| "AFM", | |
| "GPR37", | |
| "ABTB3", | |
| "ARHGEF10", | |
| "LTK", | |
| "TAF5L", | |
| "AKAP7", | |
| "JPH1", | |
| "ARHGEF15", | |
| "ADRA1B", | |
| "ADGRF5", | |
| "ACTL10", | |
| "C2orf66", | |
| "ABCC4", | |
| "ACBD4", | |
| "ACSS2", | |
| "CYP2C8", | |
| "OPN1SW", | |
| "ACP4", | |
| "APOC1", | |
| "GALNT16", | |
| "ANKRD13A", | |
| "ABRA", | |
| "ADH1C", | |
| "ASB9", | |
| "CLDN16", | |
| "AOX1", | |
| "BTN3A3", | |
| "BEST2", | |
| "CDCA7", | |
| "ACTL9", | |
| "RN7SKP200", | |
| "BFSP2", | |
| "ADAM6", | |
| "ACSL6", | |
| "CCL1", | |
| "KRT6B", | |
| "ANKDD1B", | |
| "IFNA7", | |
| "BTN2A3P", | |
| "ABHD1", | |
| "KRT23", | |
| "ANKRD13B", | |
| "AGER", | |
| "ATCAY", | |
| "IL19", | |
| "AIFM3", | |
| "ANKRD18CP", | |
| "GBP7", | |
| "RN7SKP232", | |
| "OR52A1", | |
| "ANG", | |
| "BCL6", | |
| "CCDC136", | |
| "HOXB5", | |
| "EPCAM", | |
| "ADRA1A", | |
| "ALOX12P2", | |
| "MLANA", | |
| "HPN", | |
| "CPN1", | |
| "MSMB", | |
| "RN7SL270P", | |
| "CD300LD-AS1", | |
| "OR8B12", | |
| "ARHGAP19", | |
| "ALDH1A3", | |
| "ABCA3", | |
| "RNU1-96P", | |
| "ABCC6P2", | |
| "ANKRD20A2P", | |
| "INTS4P2", | |
| "ANKRD20A3P" | |
| ], | |
| "Coefficient": [ | |
| -0.04119645210465566, | |
| -0.03187190657339849, | |
| -0.02086484322908609, | |
| -0.0201105750329443, | |
| 0.0187883000151709, | |
| -0.016030646271591092, | |
| -0.014868377855686038, | |
| -0.01471251696758372, | |
| 0.011558103000607053, | |
| 0.011211454353704247, | |
| -0.00965689869253017, | |
| -0.009598769955232107, | |
| -0.008911076375843225, | |
| 0.00884671077177263, | |
| -0.007251180191195853, | |
| 0.007070379604036175, | |
| -0.006999796548308154, | |
| -0.006939791938187273, | |
| -0.006735025334689834, | |
| 0.006667062838464859, | |
| 0.0064400063492361026, | |
| -0.006098291881222332, | |
| 0.0058237934005859245, | |
| 0.005474867324371252, | |
| 0.005364680940975728, | |
| -0.005304573597750471, | |
| -0.005236797286655889, | |
| -0.0051702127411221085, | |
| 0.00492160572213543, | |
| -0.004893031878083489, | |
| 0.004815413481432258, | |
| 0.0047480490024227615, | |
| 0.004187484239706456, | |
| -0.0041370769280942, | |
| -0.004008863283966176, | |
| -0.00394726871710008, | |
| 0.003907513191350515, | |
| -0.003809615217642033, | |
| -0.0036769924804597107, | |
| -0.003636940174458183, | |
| 0.003420063223466596, | |
| -0.0034123688926046662, | |
| 0.0033442115303603643, | |
| 0.0032085592995646788, | |
| -0.0031093290148562483, | |
| -0.0030226266198903366, | |
| 0.0028148727729966506, | |
| -0.0028125648225448786, | |
| 0.00272635715517339, | |
| 0.0026972545036741914, | |
| 0.002626022372970075, | |
| -0.002607668456077771, | |
| -0.0025699054694741648, | |
| 0.0025656754617465628, | |
| 0.0024945257629995906, | |
| 0.0024718399690836688, | |
| 0.002421588140902826, | |
| -0.0023847321963949893, | |
| 0.002325697222231903, | |
| 0.002296775665283684, | |
| 0.0022831977963152857, | |
| 0.002178529494576548, | |
| 0.002150283844405321, | |
| 0.002038155206059351, | |
| -0.001944294438136095, | |
| -0.0018484543556346951, | |
| 0.0018004471308090922, | |
| 0.0017835454747979272, | |
| -0.0017370093959837279, | |
| 0.0016773622341751636, | |
| 0.0016204383769294437, | |
| 0.0016155714227415678, | |
| -0.0016099832984355562, | |
| 0.001576215720816365, | |
| -0.0015679229876110578, | |
| -0.0014675032125442034, | |
| 0.00144972427472318, | |
| 0.00141315638016439, | |
| -0.0014086010306708615, | |
| -0.0013431814868360013, | |
| -0.0011797404451732293, | |
| 0.0011575659665796084, | |
| 0.001138692470055375, | |
| 0.0011365724587378368, | |
| 0.001125694159286077, | |
| -0.0011069288457687461, | |
| -0.0010828702050609163, | |
| -0.001072533144140385, | |
| 0.0010343951763688137, | |
| -0.0009836581846154539, | |
| -0.0009240240048007607, | |
| -0.0008896449521952413, | |
| 0.00085910662981911, | |
| 0.0008542258176700304, | |
| 0.0008413737253429725, | |
| -0.0008316901987649138, | |
| -0.0008085124357767469, | |
| 0.0008040981713748616, | |
| -0.0008005984612722133, | |
| 0.0007968240926399127, | |
| -0.000795457414400913, | |
| -0.0007921021594530283, | |
| 0.0007864848545896323, | |
| -0.0007750907688674608, | |
| -0.0007698946227294405, | |
| 0.0007111487553191172, | |
| 0.0006873664790719364, | |
| -0.0006872569259025416, | |
| 0.0006598793992581463, | |
| 0.0006543124666935694, | |
| 0.0006290313122384406, | |
| -0.000622065548953578, | |
| -0.0006214321477664875, | |
| -0.0006196581019378997, | |
| -0.0006167153312759088, | |
| 0.0006125767327771043, | |
| -0.0005926723372194367, | |
| -0.0005915616057715989, | |
| 0.0005882682813932907, | |
| -0.0005868776993994514, | |
| 0.0005861414833796213, | |
| -0.0005668460959168019, | |
| 0.0005508298635211515, | |
| 0.0005423778032439072, | |
| -0.0005396244437973709, | |
| -0.000523518242205647, | |
| 0.0005173874156226309, | |
| -0.00047590059501670406, | |
| -0.0004687025238602878, | |
| -0.00046491367178964877, | |
| -0.00046411210889430333, | |
| -0.0004577269249529999, | |
| -0.00045084661968013937, | |
| -0.00044697399058405584, | |
| -0.00044018636772892556, | |
| 0.00043480493956575783, | |
| 0.0004325701071256348, | |
| 0.0004266428911671728, | |
| 0.00042619860984155847, | |
| -0.0004253217836590078, | |
| 0.00041539018010147585, | |
| -0.000404037797793044, | |
| 0.00039807016343105866, | |
| 0.0003868298678543014, | |
| -0.00037338481399861075, | |
| -0.0003701436853407817, | |
| -0.00034627755163318225, | |
| 0.00034614986058711234, | |
| 0.00034486346668611797, | |
| 0.0003306735349893016, | |
| 0.000321607218033505, | |
| 0.00032084473896845547, | |
| -0.0003108448791240374, | |
| 0.00030811125858417183, | |
| -0.0003047157663291943, | |
| -0.0002960453847931821, | |
| -0.00029488172794961013, | |
| -0.0002724747662916886, | |
| -0.0002720554091480906, | |
| 0.00025717750534994265, | |
| 0.00025682791152025484, | |
| 0.0002547114048084399, | |
| 0.00024557235277367133, | |
| -0.0002430827255217269, | |
| -0.00024157324652188862, | |
| 0.0002311296282031076, | |
| -0.00023043709787408834, | |
| 0.00022184444031108944, | |
| 0.00022087943686550693, | |
| 0.00021441138487487887, | |
| 0.00021352712695265667, | |
| -0.00020605710626126253, | |
| -0.0001974255881384415, | |
| -0.00019555396297454383, | |
| -0.00019145909208082227, | |
| -0.00018814904352553965, | |
| -0.00018162669508581215, | |
| 0.0001792472130152759, | |
| -0.0001724727721207511, | |
| -0.0001693039440441686, | |
| 0.00016724716807546214, | |
| -0.00016556353636910457, | |
| -0.00015980785766194898, | |
| 0.00015894168054451897, | |
| 0.00015801529277470182, | |
| 0.00014695963739721492, | |
| -0.00014368664066797835, | |
| -0.00014075097455343145, | |
| -0.0001352572411127892, | |
| 0.00013423578924396867, | |
| -0.00011880022358635894, | |
| 0.00011435435446380989, | |
| -0.00011353085343319962, | |
| -0.00010564870175248532, | |
| 0.00010518321471755336, | |
| 0.0001020219578082103, | |
| 9.83374508290382e-05, | |
| 8.783919522397288e-05, | |
| 8.42862807312301e-05, | |
| 8.411463100210346e-05, | |
| -7.402598606784359e-05, | |
| -7.345381452715124e-05, | |
| 7.255164632945455e-05, | |
| -6.750176588623357e-05, | |
| 5.9758125197408084e-05, | |
| -5.468913726437026e-05, | |
| -5.196717735368077e-05, | |
| -5.051943385268135e-05, | |
| 4.750670129136895e-05, | |
| -4.3900620784693896e-05, | |
| 3.96721265639723e-05, | |
| 3.9371504137614195e-05, | |
| 3.858445232466212e-05, | |
| 3.698632654838705e-05, | |
| 3.6233315591465426e-05, | |
| -3.6128835518807146e-05, | |
| -3.388697295681027e-05, | |
| -3.2096971869049016e-05, | |
| -3.161071718290317e-05, | |
| -3.035478879825145e-05, | |
| 2.9996259704357953e-05, | |
| 2.9768211544669464e-05, | |
| -2.5965222352581676e-05, | |
| 2.581249756438056e-05, | |
| -2.541172166624763e-05, | |
| -2.4617238189206685e-05, | |
| 2.1824968874822897e-05, | |
| 1.4336489132781073e-05, | |
| -1.4279793919642383e-05, | |
| -1.25988263839688e-05, | |
| -1.200207419822508e-05, | |
| -9.050046803864312e-06, | |
| 7.665067976507404e-06, | |
| -7.112810194369284e-06, | |
| -7.065366025924115e-06, | |
| 6.228676678833624e-06, | |
| 4.076137633864285e-06, | |
| 3.705854185834439e-06, | |
| -3.305506187296381e-06, | |
| -3.253046301879979e-06, | |
| 3.0276655083169534e-06, | |
| -2.701739965919122e-06, | |
| -2.6254054630374506e-06, | |
| 2.0481736857345507e-06, | |
| -1.924332860991469e-06, | |
| -1.4677912640139225e-06, | |
| -1.1629263253832845e-06, | |
| 8.203769827473e-07, | |
| -7.516587262554354e-07, | |
| 6.10216087729154e-16, | |
| 2.4226497544188595e-17, | |
| 1.8621172312438543e-18, | |
| 5.692061405548899e-20 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.04119645210465566, | |
| 0.03187190657339849, | |
| 0.02086484322908609, | |
| 0.0201105750329443, | |
| 0.0187883000151709, | |
| 0.016030646271591092, | |
| 0.014868377855686038, | |
| 0.01471251696758372, | |
| 0.011558103000607053, | |
| 0.011211454353704247, | |
| 0.00965689869253017, | |
| 0.009598769955232107, | |
| 0.008911076375843225, | |
| 0.00884671077177263, | |
| 0.007251180191195853, | |
| 0.007070379604036175, | |
| 0.006999796548308154, | |
| 0.006939791938187273, | |
| 0.006735025334689834, | |
| 0.006667062838464859, | |
| 0.0064400063492361026, | |
| 0.006098291881222332, | |
| 0.0058237934005859245, | |
| 0.005474867324371252, | |
| 0.005364680940975728, | |
| 0.005304573597750471, | |
| 0.005236797286655889, | |
| 0.0051702127411221085, | |
| 0.00492160572213543, | |
| 0.004893031878083489, | |
| 0.004815413481432258, | |
| 0.0047480490024227615, | |
| 0.004187484239706456, | |
| 0.0041370769280942, | |
| 0.004008863283966176, | |
| 0.00394726871710008, | |
| 0.003907513191350515, | |
| 0.003809615217642033, | |
| 0.0036769924804597107, | |
| 0.003636940174458183, | |
| 0.003420063223466596, | |
| 0.0034123688926046662, | |
| 0.0033442115303603643, | |
| 0.0032085592995646788, | |
| 0.0031093290148562483, | |
| 0.0030226266198903366, | |
| 0.0028148727729966506, | |
| 0.0028125648225448786, | |
| 0.00272635715517339, | |
| 0.0026972545036741914, | |
| 0.002626022372970075, | |
| 0.002607668456077771, | |
| 0.0025699054694741648, | |
| 0.0025656754617465628, | |
| 0.0024945257629995906, | |
| 0.0024718399690836688, | |
| 0.002421588140902826, | |
| 0.0023847321963949893, | |
| 0.002325697222231903, | |
| 0.002296775665283684, | |
| 0.0022831977963152857, | |
| 0.002178529494576548, | |
| 0.002150283844405321, | |
| 0.002038155206059351, | |
| 0.001944294438136095, | |
| 0.0018484543556346951, | |
| 0.0018004471308090922, | |
| 0.0017835454747979272, | |
| 0.0017370093959837279, | |
| 0.0016773622341751636, | |
| 0.0016204383769294437, | |
| 0.0016155714227415678, | |
| 0.0016099832984355562, | |
| 0.001576215720816365, | |
| 0.0015679229876110578, | |
| 0.0014675032125442034, | |
| 0.00144972427472318, | |
| 0.00141315638016439, | |
| 0.0014086010306708615, | |
| 0.0013431814868360013, | |
| 0.0011797404451732293, | |
| 0.0011575659665796084, | |
| 0.001138692470055375, | |
| 0.0011365724587378368, | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "nmse": 1.0221575815237318, | |
| "r_squared": -0.022157581523731772 | |
| }, | |
| "selection": { | |
| "precision": 12.95746763024788, | |
| "recall": 1.2386156648451732, | |
| "f1": 2.2599272976908815, | |
| "jaccard": 1.143026581834781 | |
| } | |
| } | |
| } |