| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "COL4A1", | |
| "HTN3", | |
| "OTC", | |
| "ZIC2", | |
| "PRSS58", | |
| "ALG1L1P", | |
| "ADH4", | |
| "ESM1", | |
| "CIDEC", | |
| "C14orf180", | |
| "CHST2", | |
| "HOXC9", | |
| "GRIN2D", | |
| "PLA2G2E", | |
| "FAM74A3", | |
| "IL11", | |
| "SLC35C1", | |
| "THRSP", | |
| "SHOX2", | |
| "HOXD11", | |
| "CSRNP1", | |
| "CXCL13", | |
| "IL22", | |
| "CCL11", | |
| "HOXA10", | |
| "CFAP46", | |
| "CBLB", | |
| "NRG2", | |
| "PRB4", | |
| "DIPK1A", | |
| "PRND", | |
| "TIMP4", | |
| "PLAC1", | |
| "AIM2", | |
| "CMTM1", | |
| "LEPROTL1", | |
| "KRT35", | |
| "RHAG", | |
| "TMEM132A", | |
| "BMF", | |
| "KRT32", | |
| "CELSR3", | |
| "IL17F", | |
| "MAP4K2", | |
| "FADS1", | |
| "ABCG1", | |
| "FAM43B", | |
| "ZNF114", | |
| "DEPDC1B", | |
| "SPINK8", | |
| "PRSS37", | |
| "CNTFR", | |
| "CRIPTO", | |
| "LINC01599", | |
| "AFDN-DT", | |
| "RPL19P12", | |
| "MGLL", | |
| "HSD17B13", | |
| "GARIN4", | |
| "FRMPD2B", | |
| "OR3A3", | |
| "SEC14L3", | |
| "FAAP24", | |
| "TICAM1", | |
| "ZNF707", | |
| "SHROOM3", | |
| "LAMP5", | |
| "TIMMDC1", | |
| "C4orf50", | |
| "ODF4", | |
| "SERPINA9", | |
| "CABS1", | |
| "HRCT1", | |
| "C18orf54", | |
| "KCNQ1OT1", | |
| "CNNM2", | |
| "MMP9", | |
| "ADAM12", | |
| "FCRL2", | |
| "CIMIP2B", | |
| "SLC36A1", | |
| "GPC2", | |
| "SLCO1C1", | |
| "RPP38-DT", | |
| "CNR2", | |
| "LINC00314", | |
| "SLC28A1", | |
| "FAM167B", | |
| "PLK1", | |
| "HOXC6", | |
| "FAM111A", | |
| "GPRIN1", | |
| "HSD17B6", | |
| "SEL1L3", | |
| "CELA2B", | |
| "DIO1", | |
| "ANKRD20A4P", | |
| "MC5R", | |
| "DLX1", | |
| "SRPX", | |
| "RCC2", | |
| "LINC00174", | |
| "KRTAP13-1", | |
| "SI", | |
| "ATP6V1C1", | |
| "NOL4", | |
| "LAIR2", | |
| "ISLR2", | |
| "E2F7", | |
| "CCDC14", | |
| "CDC25C", | |
| "FCHSD2", | |
| "CDY1B", | |
| "TSBP1", | |
| "SLC6A17", | |
| "HOXC8", | |
| "SULT1C3", | |
| "CIP2A", | |
| "SNX9", | |
| "FERD3L", | |
| "LMAN2", | |
| "CDADC1", | |
| "LRRC8D", | |
| "SYT6", | |
| "AK3", | |
| "PXDNL", | |
| "RMI2" | |
| ], | |
| "Coefficient": [ | |
| 0.02048468192643436, | |
| -0.020294689342486856, | |
| -0.019105058831682828, | |
| 0.01801832111258566, | |
| -0.017378276393182887, | |
| 0.014049238675174984, | |
| -0.013880287207338683, | |
| 0.013646125356072765, | |
| -0.013252535605173987, | |
| -0.012106068595950039, | |
| 0.011570104077058298, | |
| 0.011346946725483944, | |
| 0.010589773532856669, | |
| -0.009913237617161522, | |
| -0.009776565150123892, | |
| 0.00945026881077861, | |
| -0.009422965586893858, | |
| -0.009350253080679544, | |
| 0.00870070202448286, | |
| 0.008644953824654314, | |
| -0.008599667578529901, | |
| 0.008457277178853272, | |
| -0.008344965791563564, | |
| 0.00797171858682891, | |
| 0.007218907262834314, | |
| -0.006531631818705268, | |
| 0.006435265157316734, | |
| -0.006351375528087948, | |
| -0.00626469338665056, | |
| 0.005815163558296435, | |
| 0.005534828265471219, | |
| -0.00540338809783096, | |
| 0.0049826036964102285, | |
| 0.004889321209185646, | |
| 0.00484301273159167, | |
| 0.004508130237846682, | |
| -0.004368653709599738, | |
| -0.004234645299196744, | |
| 0.0041635221482031175, | |
| 0.003909802554411817, | |
| -0.0038060310650712297, | |
| 0.003767566797237492, | |
| -0.003755666905197993, | |
| 0.003690621144120572, | |
| 0.0036782124630320373, | |
| 0.003477014450589859, | |
| -0.0034402690088378663, | |
| 0.0033814096295716627, | |
| 0.003317724247365363, | |
| -0.0032672313588050445, | |
| 0.003249172224178964, | |
| -0.003240079503756103, | |
| 0.003047700463662783, | |
| 0.0030399598959106023, | |
| -0.0029448932656727426, | |
| -0.0028992142706112203, | |
| -0.0028270086769786634, | |
| -0.002795102457500191, | |
| -0.0027395802911888926, | |
| -0.0027370947915531904, | |
| 0.002732386333235346, | |
| -0.0027013319864679416, | |
| 0.0025245104115906446, | |
| -0.0023842910295119833, | |
| 0.002373789800105173, | |
| -0.0023662981086462584, | |
| 0.0023188622173074148, | |
| 0.002162301122844137, | |
| 0.0021396441601506657, | |
| -0.002110052963073273, | |
| 0.0021070812413912453, | |
| -0.00200361463903622, | |
| -0.0019425007582161958, | |
| 0.0019104670614104565, | |
| 0.0018220056953351695, | |
| 0.0018080693130612918, | |
| 0.0017255588083526902, | |
| 0.0016196605356113606, | |
| 0.001604979858485509, | |
| -0.0014118787950458602, | |
| 0.001403616636106098, | |
| 0.0013986778152263706, | |
| 0.00135657452536805, | |
| 0.0013461435212698488, | |
| 0.0013156678350338472, | |
| -0.0013143724555920756, | |
| -0.0012936113882088286, | |
| 0.0012920579890681098, | |
| 0.001291324339580025, | |
| 0.0012865447445957285, | |
| 0.0012656380189391327, | |
| 0.001231850673219655, | |
| 0.0012034583501103972, | |
| 0.0011889942132070484, | |
| 0.0011037852934656668, | |
| -0.0010238921739905511, | |
| -0.0010135048823364564, | |
| -0.0010032107191613787, | |
| 0.0009910934682378046, | |
| -0.0008741101796427951, | |
| 0.0008481354522693654, | |
| 0.0008212781857613591, | |
| -0.0007690571779928572, | |
| 0.0007538144895649136, | |
| 0.0006797318818645559, | |
| 0.0006793121461660155, | |
| 0.0006671731576559045, | |
| 0.000638117308788732, | |
| 0.0006013471353739098, | |
| 0.0005783292449776078, | |
| 0.0005661521143562873, | |
| 0.0005632283017434467, | |
| 0.0005119420455654174, | |
| 0.0004093379078940952, | |
| -0.000375987684307062, | |
| 0.0003334334451673529, | |
| -0.00031925870338190003, | |
| 0.00029034583067033196, | |
| -0.00024494004037687613, | |
| -0.0002302006350427881, | |
| -0.00021710364571611834, | |
| -0.00021052316685744895, | |
| 0.00019417579406750003, | |
| 0.00017935397039271954, | |
| -0.00013548191427326616, | |
| 8.077415402339276e-05, | |
| 1.5146944031432179e-05 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.02048468192643436, | |
| 0.020294689342486856, | |
| 0.019105058831682828, | |
| 0.01801832111258566, | |
| 0.017378276393182887, | |
| 0.014049238675174984, | |
| 0.013880287207338683, | |
| 0.013646125356072765, | |
| 0.013252535605173987, | |
| 0.012106068595950039, | |
| 0.011570104077058298, | |
| 0.011346946725483944, | |
| 0.010589773532856669, | |
| 0.009913237617161522, | |
| 0.009776565150123892, | |
| 0.00945026881077861, | |
| 0.009422965586893858, | |
| 0.009350253080679544, | |
| 0.00870070202448286, | |
| 0.008644953824654314, | |
| 0.008599667578529901, | |
| 0.008457277178853272, | |
| 0.008344965791563564, | |
| 0.00797171858682891, | |
| 0.007218907262834314, | |
| 0.006531631818705268, | |
| 0.006435265157316734, | |
| 0.006351375528087948, | |
| 0.00626469338665056, | |
| 0.005815163558296435, | |
| 0.005534828265471219, | |
| 0.00540338809783096, | |
| 0.0049826036964102285, | |
| 0.004889321209185646, | |
| 0.00484301273159167, | |
| 0.004508130237846682, | |
| 0.004368653709599738, | |
| 0.004234645299196744, | |
| 0.0041635221482031175, | |
| 0.003909802554411817, | |
| 0.0038060310650712297, | |
| 0.003767566797237492, | |
| 0.003755666905197993, | |
| 0.003690621144120572, | |
| 0.0036782124630320373, | |
| 0.003477014450589859, | |
| 0.0034402690088378663, | |
| 0.0033814096295716627, | |
| 0.003317724247365363, | |
| 0.0032672313588050445, | |
| 0.003249172224178964, | |
| 0.003240079503756103, | |
| 0.003047700463662783, | |
| 0.0030399598959106023, | |
| 0.0029448932656727426, | |
| 0.0028992142706112203, | |
| 0.0028270086769786634, | |
| 0.002795102457500191, | |
| 0.0027395802911888926, | |
| 0.0027370947915531904, | |
| 0.002732386333235346, | |
| 0.0027013319864679416, | |
| 0.0025245104115906446, | |
| 0.0023842910295119833, | |
| 0.002373789800105173, | |
| 0.0023662981086462584, | |
| 0.0023188622173074148, | |
| 0.002162301122844137, | |
| 0.0021396441601506657, | |
| 0.002110052963073273, | |
| 0.0021070812413912453, | |
| 0.00200361463903622, | |
| 0.0019425007582161958, | |
| 0.0019104670614104565, | |
| 0.0018220056953351695, | |
| 0.0018080693130612918, | |
| 0.0017255588083526902, | |
| 0.0016196605356113606, | |
| 0.001604979858485509, | |
| 0.0014118787950458602, | |
| 0.001403616636106098, | |
| 0.0013986778152263706, | |
| 0.00135657452536805, | |
| 0.0013461435212698488, | |
| 0.0013156678350338472, | |
| 0.0013143724555920756, | |
| 0.0012936113882088286, | |
| 0.0012920579890681098, | |
| 0.001291324339580025, | |
| 0.0012865447445957285, | |
| 0.0012656380189391327, | |
| 0.001231850673219655, | |
| 0.0012034583501103972, | |
| 0.0011889942132070484, | |
| 0.0011037852934656668, | |
| 0.0010238921739905511, | |
| 0.0010135048823364564, | |
| 0.0010032107191613787, | |
| 0.0009910934682378046, | |
| 0.0008741101796427951, | |
| 0.0008481354522693654, | |
| 0.0008212781857613591, | |
| 0.0007690571779928572, | |
| 0.0007538144895649136, | |
| 0.0006797318818645559, | |
| 0.0006793121461660155, | |
| 0.0006671731576559045, | |
| 0.000638117308788732, | |
| 0.0006013471353739098, | |
| 0.0005783292449776078, | |
| 0.0005661521143562873, | |
| 0.0005632283017434467, | |
| 0.0005119420455654174, | |
| 0.0004093379078940952, | |
| 0.000375987684307062, | |
| 0.0003334334451673529, | |
| 0.00031925870338190003, | |
| 0.00029034583067033196, | |
| 0.00024494004037687613, | |
| 0.0002302006350427881, | |
| 0.00021710364571611834, | |
| 0.00021052316685744895, | |
| 0.00019417579406750003, | |
| 0.00017935397039271954, | |
| 0.00013548191427326616, | |
| 8.077415402339276e-05, | |
| 1.5146944031432179e-05 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 99.29203539823008, | |
| "precision": 99.42102781706743, | |
| "recall": 99.80952380952381, | |
| "f1": 99.61432754205731 | |
| }, | |
| "selection": { | |
| "precision": 1.0245781892640975, | |
| "recall": 2.3076923076923075, | |
| "f1": 1.4185583289275074, | |
| "jaccard": 0.7149782767668945 | |
| } | |
| } | |
| } |