| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "GET1", | |
| "IFNAR1", | |
| "MED27", | |
| "DPP3", | |
| "EMP2", | |
| "OR2L2", | |
| "EMP1", | |
| "HIF3A", | |
| "ZNF691", | |
| "CFAP298", | |
| "PFKL", | |
| "OR2L8", | |
| "ERICH1", | |
| "IFNAR2", | |
| "CORO2B", | |
| "EDN1", | |
| "SSNA1", | |
| "NRIP1", | |
| "OR8H3", | |
| "PIF1", | |
| "CPNE2", | |
| "PEBP1", | |
| "H1-7", | |
| "NR4A1", | |
| "RAB5B", | |
| "GMEB2", | |
| "GOLGA6L1", | |
| "ITCH", | |
| "ATG12", | |
| "MLANA", | |
| "KRT8", | |
| "ITSN1", | |
| "MTRF1", | |
| "KLHL20", | |
| "IFNGR2", | |
| "PSEN1", | |
| "SMIM11", | |
| "NDUFB2", | |
| "EI24", | |
| "POC1B", | |
| "NR4A3", | |
| "CCL27", | |
| "SLC16A6", | |
| "ZCCHC2", | |
| "OR2AK2", | |
| "HAUS6", | |
| "CRYZL1", | |
| "HK2", | |
| "FAM47A", | |
| "DUSP8", | |
| "GALK1", | |
| "MYBPC2", | |
| "GPATCH11", | |
| "ETV3", | |
| "BTN3A1", | |
| "CTNNBL1", | |
| "RAB32", | |
| "KRCC1", | |
| "RPL5", | |
| "SON", | |
| "RASA4", | |
| "PRKY", | |
| "RCOR1", | |
| "JAK1", | |
| "SAMD8", | |
| "USP16", | |
| "GLI2", | |
| "PLAUR", | |
| "SLURP1", | |
| "INSL3", | |
| "MTHFD2", | |
| "HILPDA", | |
| "SP7", | |
| "ZFR", | |
| "LDLRAD4", | |
| "COL9A3", | |
| "CCDC28A", | |
| "RRAGA", | |
| "TTC22", | |
| "HCRT", | |
| "ZNF346", | |
| "IGFLR1", | |
| "MROH8", | |
| "SLC31A1", | |
| "HPN", | |
| "CLN5", | |
| "EEF1AKMT3", | |
| "TKFC", | |
| "IGFALS", | |
| "KRT71", | |
| "EPHA8", | |
| "POU5F1P4", | |
| "SMAD6", | |
| "CHORDC1", | |
| "UBE2G2", | |
| "MRPL55", | |
| "FOXD2", | |
| "CHCHD7", | |
| "PTTG1IP", | |
| "PGK2", | |
| "WNT6", | |
| "VWCE", | |
| "H1-8", | |
| "RNF139", | |
| "CWC25", | |
| "ENKD1", | |
| "BCR", | |
| "H2BC6", | |
| "OTOF", | |
| "MASP2", | |
| "OR2L13", | |
| "ETV5", | |
| "RPL13P5", | |
| "IZUMO4", | |
| "CDC14B", | |
| "SHD", | |
| "IL11", | |
| "KCNV2", | |
| "OAS2", | |
| "RIT1", | |
| "LRRC8E", | |
| "GPR20", | |
| "GPR31", | |
| "ATPSCKMT", | |
| "IL10RB", | |
| "ATP4B", | |
| "CUTC", | |
| "BNC1" | |
| ], | |
| "Coefficient": [ | |
| 0.07627624341523243, | |
| 0.0506721066659079, | |
| 0.0339870677210539, | |
| -0.032924941127591666, | |
| 0.03264815091181395, | |
| 0.03098749172915264, | |
| 0.030652402351316867, | |
| 0.030584111095226442, | |
| -0.027795927666998448, | |
| 0.02399272135930555, | |
| 0.02250561497342701, | |
| 0.020029901864960925, | |
| 0.019484471706936506, | |
| 0.01875588050057251, | |
| -0.016368331058260212, | |
| 0.016002276888578727, | |
| -0.01568296580677328, | |
| 0.015531336822536213, | |
| 0.015367366203804418, | |
| 0.01496459942432099, | |
| -0.014519476106267576, | |
| 0.014371699914415207, | |
| 0.01422936450002693, | |
| -0.013761982666713395, | |
| -0.012460687263962588, | |
| -0.011602046458559884, | |
| -0.011058161026554535, | |
| -0.010570050393413551, | |
| 0.010014959564711516, | |
| 0.009685740147431423, | |
| -0.009396642049302214, | |
| 0.00927093635546065, | |
| 0.008628387240708729, | |
| 0.008524327669414912, | |
| 0.0084262043177743, | |
| -0.007783127477898355, | |
| 0.007575093586096363, | |
| -0.0075729831164556075, | |
| -0.007525682802254487, | |
| -0.007455870677356721, | |
| -0.0074212237598860345, | |
| -0.007158299067943517, | |
| 0.007089108404258705, | |
| -0.007010368585119708, | |
| 0.006887832494282333, | |
| 0.006760983582085072, | |
| 0.0065524228226474, | |
| 0.006167276816393256, | |
| 0.006011861957967982, | |
| -0.006003227445263459, | |
| 0.005924229527896738, | |
| 0.0057409895844701755, | |
| 0.005609334116470391, | |
| -0.005197622754432962, | |
| -0.005042289164601964, | |
| -0.00490454677202846, | |
| 0.004867322990297858, | |
| -0.00474547644107531, | |
| -0.0045837816670298, | |
| 0.004284703976382344, | |
| 0.004244468153425512, | |
| 0.004240468406095393, | |
| 0.004181175730211051, | |
| 0.0041344148737536765, | |
| 0.004092104861008544, | |
| 0.003982083883988628, | |
| 0.0034097877877000142, | |
| 0.0032037418482656005, | |
| 0.0030302259595515464, | |
| 0.0029811814959416595, | |
| 0.002969380539836303, | |
| 0.002791741783079702, | |
| -0.0027479750563764627, | |
| 0.002706876131961015, | |
| -0.0026294733828079093, | |
| 0.002625572766050525, | |
| 0.00259655280113418, | |
| -0.0025508536081112303, | |
| -0.002374586106957031, | |
| 0.0022707931356568704, | |
| 0.0022658935619713333, | |
| 0.0022484777978904456, | |
| 0.002220525758593762, | |
| 0.002149254436224538, | |
| 0.0019290529753206527, | |
| -0.001834422890810948, | |
| 0.0018007528718189418, | |
| -0.0017368668381487963, | |
| 0.0017163727359948433, | |
| 0.0016912072531579299, | |
| 0.0015678411156517746, | |
| -0.0014870834468825897, | |
| 0.0014213030548149244, | |
| -0.0013304371239485546, | |
| 0.0012510005828168169, | |
| 0.001244590827864431, | |
| 0.0011223725619393104, | |
| 0.0010848182902613176, | |
| 0.0009368136943076243, | |
| 0.0008913591309095495, | |
| 0.0008286279863955621, | |
| -0.000823256977456838, | |
| 0.0007086323635708071, | |
| 0.0007034581053352931, | |
| -0.0005578679346848593, | |
| 0.00047370602610875465, | |
| -0.0004682861836653574, | |
| 0.0004364257650301213, | |
| 0.00035362155244982475, | |
| 0.0002858358743716257, | |
| 0.00027040223767031154, | |
| -0.00022188312357128274, | |
| 0.00021096556839140108, | |
| 0.0002029977942045861, | |
| -0.0001972040931409643, | |
| 0.0001379782756049873, | |
| 0.00013364482431366156, | |
| 0.0001283509954863549, | |
| -0.00012591567515902715, | |
| 0.00011609690514459822, | |
| 0.00010728310255638226, | |
| 8.609387806364656e-05, | |
| 6.185707469696454e-05, | |
| -4.671786595639639e-05, | |
| 3.8543496409986346e-05, | |
| 2.719065555370122e-05, | |
| -1.8712847343650333e-05, | |
| 2.0083740019257563e-06 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.07627624341523243, | |
| 0.0506721066659079, | |
| 0.0339870677210539, | |
| 0.032924941127591666, | |
| 0.03264815091181395, | |
| 0.03098749172915264, | |
| 0.030652402351316867, | |
| 0.030584111095226442, | |
| 0.027795927666998448, | |
| 0.02399272135930555, | |
| 0.02250561497342701, | |
| 0.020029901864960925, | |
| 0.019484471706936506, | |
| 0.01875588050057251, | |
| 0.016368331058260212, | |
| 0.016002276888578727, | |
| 0.01568296580677328, | |
| 0.015531336822536213, | |
| 0.015367366203804418, | |
| 0.01496459942432099, | |
| 0.014519476106267576, | |
| 0.014371699914415207, | |
| 0.01422936450002693, | |
| 0.013761982666713395, | |
| 0.012460687263962588, | |
| 0.011602046458559884, | |
| 0.011058161026554535, | |
| 0.010570050393413551, | |
| 0.010014959564711516, | |
| 0.009685740147431423, | |
| 0.009396642049302214, | |
| 0.00927093635546065, | |
| 0.008628387240708729, | |
| 0.008524327669414912, | |
| 0.0084262043177743, | |
| 0.007783127477898355, | |
| 0.007575093586096363, | |
| 0.0075729831164556075, | |
| 0.007525682802254487, | |
| 0.007455870677356721, | |
| 0.0074212237598860345, | |
| 0.007158299067943517, | |
| 0.007089108404258705, | |
| 0.007010368585119708, | |
| 0.006887832494282333, | |
| 0.006760983582085072, | |
| 0.0065524228226474, | |
| 0.006167276816393256, | |
| 0.006011861957967982, | |
| 0.006003227445263459, | |
| 0.005924229527896738, | |
| 0.0057409895844701755, | |
| 0.005609334116470391, | |
| 0.005197622754432962, | |
| 0.005042289164601964, | |
| 0.00490454677202846, | |
| 0.004867322990297858, | |
| 0.00474547644107531, | |
| 0.0045837816670298, | |
| 0.004284703976382344, | |
| 0.004244468153425512, | |
| 0.004240468406095393, | |
| 0.004181175730211051, | |
| 0.0041344148737536765, | |
| 0.004092104861008544, | |
| 0.003982083883988628, | |
| 0.0034097877877000142, | |
| 0.0032037418482656005, | |
| 0.0030302259595515464, | |
| 0.0029811814959416595, | |
| 0.002969380539836303, | |
| 0.002791741783079702, | |
| 0.0027479750563764627, | |
| 0.002706876131961015, | |
| 0.0026294733828079093, | |
| 0.002625572766050525, | |
| 0.00259655280113418, | |
| 0.0025508536081112303, | |
| 0.002374586106957031, | |
| 0.0022707931356568704, | |
| 0.0022658935619713333, | |
| 0.0022484777978904456, | |
| 0.002220525758593762, | |
| 0.002149254436224538, | |
| 0.0019290529753206527, | |
| 0.001834422890810948, | |
| 0.0018007528718189418, | |
| 0.0017368668381487963, | |
| 0.0017163727359948433, | |
| 0.0016912072531579299, | |
| 0.0015678411156517746, | |
| 0.0014870834468825897, | |
| 0.0014213030548149244, | |
| 0.0013304371239485546, | |
| 0.0012510005828168169, | |
| 0.001244590827864431, | |
| 0.0011223725619393104, | |
| 0.0010848182902613176, | |
| 0.0009368136943076243, | |
| 0.0008913591309095495, | |
| 0.0008286279863955621, | |
| 0.000823256977456838, | |
| 0.0007086323635708071, | |
| 0.0007034581053352931, | |
| 0.0005578679346848593, | |
| 0.00047370602610875465, | |
| 0.0004682861836653574, | |
| 0.0004364257650301213, | |
| 0.00035362155244982475, | |
| 0.0002858358743716257, | |
| 0.00027040223767031154, | |
| 0.00022188312357128274, | |
| 0.00021096556839140108, | |
| 0.0002029977942045861, | |
| 0.0001972040931409643, | |
| 0.0001379782756049873, | |
| 0.00013364482431366156, | |
| 0.0001283509954863549, | |
| 0.00012591567515902715, | |
| 0.00011609690514459822, | |
| 0.00010728310255638226, | |
| 8.609387806364656e-05, | |
| 6.185707469696454e-05, | |
| 4.671786595639639e-05, | |
| 3.8543496409986346e-05, | |
| 2.719065555370122e-05, | |
| 1.8712847343650333e-05, | |
| 2.0083740019257563e-06 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 100.0, | |
| "precision": 100.0, | |
| "recall": 100.0, | |
| "f1": 100.0 | |
| }, | |
| "selection": { | |
| "precision": 4.234672075532071, | |
| "recall": 0.8319467554076538, | |
| "f1": 1.3904747754876123, | |
| "jaccard": 0.7008200089930933 | |
| } | |
| } | |
| } |