| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "SYNM", | |
| "CASC5", | |
| "TRBV27", | |
| "CDKN2B-AS1", | |
| "LILRA3", | |
| "SYCP2L", | |
| "FAM24A", | |
| "CNGA3", | |
| "GSDMB", | |
| "MRI1", | |
| "FBLN5", | |
| "KRTAP21-1", | |
| "NEFL", | |
| "CTD-2639E6", | |
| "IFRD2", | |
| "RP11-1L12", | |
| "PTPDC1", | |
| "RAPGEF4", | |
| "RALY-AS1", | |
| "MUC7", | |
| "BSPRY", | |
| "RNASE3", | |
| "LPL", | |
| "HIVEP3", | |
| "HERC2P3", | |
| "CFD", | |
| "TRBV25-1", | |
| "C20orf85", | |
| "RMDN3", | |
| "TMEM45A", | |
| "SLCO2A1", | |
| "GPR1-AS", | |
| "FCGR2B", | |
| "EFNB2", | |
| "MYOC", | |
| "EPDR1", | |
| "CCDC77", | |
| "VSIG10", | |
| "FLJ31715", | |
| "SAP30L", | |
| "RAVER1", | |
| "C10orf113", | |
| "TMEM242", | |
| "RP11-796E2", | |
| "TADA2A", | |
| "BUB1B", | |
| "CEACAM21", | |
| "SIK1", | |
| "SPATS2L", | |
| "NGFRAP1", | |
| "UBE3B", | |
| "FNDC1", | |
| "FAM19A2", | |
| "ITGA1", | |
| "TOP1MT", | |
| "FCER1G", | |
| "ZG16B", | |
| "LTF", | |
| "CYP4F30P", | |
| "AK093205", | |
| "RP13-638C3", | |
| "YEATS2", | |
| "RGL1", | |
| "NRCAM", | |
| "CAND2", | |
| "PAQR6", | |
| "KRT77", | |
| "CAB39L", | |
| "GEM", | |
| "NDST2", | |
| "DQ582785", | |
| "CABP7", | |
| "HIATL2", | |
| "C15orf48", | |
| "GSG2", | |
| "CSRNP1", | |
| "CCL4", | |
| "AMIGO1", | |
| "BRS3", | |
| "KCTD11", | |
| "RP11-401P9", | |
| "SPINK7", | |
| "ANKRD16", | |
| "FAM118A", | |
| "SGSM3", | |
| "PTGFRN", | |
| "CLEC4G", | |
| "C17orf99", | |
| "TNFSF12", | |
| "MGP", | |
| "PCBD1", | |
| "UVSSA", | |
| "VNN1", | |
| "PPP2R5A", | |
| "HEXDC", | |
| "ZNF804B", | |
| "NTPCR", | |
| "RNF175", | |
| "CNNM4", | |
| "COG1", | |
| "RP11-96D1", | |
| "SYAP1", | |
| "GTF2H2B", | |
| "TTLL5", | |
| "RPH3A", | |
| "DNER", | |
| "SLC52A2", | |
| "H1F0", | |
| "PKHD1L1", | |
| "CEACAM8", | |
| "LHPP", | |
| "FGF9", | |
| "RIMS3", | |
| "STEAP2", | |
| "TRAPPC3L", | |
| "SLC2A6", | |
| "ATOH7", | |
| "TMEM62", | |
| "AREL1", | |
| "SLC26A4", | |
| "SLC25A28", | |
| "CELSR2", | |
| "KIAA1671", | |
| "IL23A", | |
| "ACP5", | |
| "ISM1", | |
| "DQ592442", | |
| "POLQ", | |
| "RHEBL1", | |
| "AX746830" | |
| ], | |
| "Coefficient": [ | |
| 0.06310981445057857, | |
| -0.06277978313855538, | |
| -0.05880806979087208, | |
| 0.05316672951371653, | |
| -0.050062910470151975, | |
| -0.049824886103950375, | |
| -0.04900587035998601, | |
| -0.046596049271113826, | |
| -0.04650687938298245, | |
| -0.04497127305412119, | |
| -0.044452337459064885, | |
| 0.044088328299733935, | |
| -0.04340122051292251, | |
| -0.042720173962017396, | |
| -0.038504681624590816, | |
| 0.03769742842338564, | |
| 0.035431796087877325, | |
| 0.03527341111387776, | |
| 0.03465283517392573, | |
| 0.029971158022791912, | |
| 0.02973647148920906, | |
| 0.029685760042274696, | |
| -0.029558444738817292, | |
| 0.029340459786431964, | |
| 0.029181421426955123, | |
| 0.029161223795230756, | |
| 0.028411941036094866, | |
| -0.027586393067988796, | |
| -0.027408934899281756, | |
| 0.02735954700496139, | |
| -0.026531878546485917, | |
| -0.025306171936649254, | |
| 0.025209126666101037, | |
| 0.024204739265320643, | |
| 0.023751995536755853, | |
| 0.022077340804637104, | |
| 0.02207172202686534, | |
| -0.021675191088799343, | |
| 0.020018870336936962, | |
| 0.019548941404059147, | |
| -0.01890591604636749, | |
| -0.018808125570384835, | |
| 0.01867479054409393, | |
| -0.018280428446629814, | |
| 0.01801575418284212, | |
| 0.01769465119198557, | |
| 0.01769039395891215, | |
| 0.017395166967961454, | |
| 0.017165701782585415, | |
| -0.016968393888447196, | |
| 0.015049127395366546, | |
| -0.013510360368556847, | |
| 0.013467167937922443, | |
| 0.013158516332813069, | |
| 0.01312421552220819, | |
| -0.01301503977331603, | |
| -0.012747785957076853, | |
| 0.012533902147517545, | |
| 0.01251518862372438, | |
| 0.012508711210095107, | |
| -0.012308010687425167, | |
| 0.01192842073372378, | |
| 0.011807623985155398, | |
| 0.01156460571613805, | |
| -0.011385469922107644, | |
| 0.011026932759805794, | |
| 0.010999386777339642, | |
| 0.0107004582315854, | |
| -0.010186379633434188, | |
| 0.009940654526655749, | |
| 0.009933850296406654, | |
| 0.009874924700658832, | |
| -0.009085214419007254, | |
| 0.009056649349122928, | |
| -0.008830042510141996, | |
| 0.008490943803914996, | |
| 0.008436658627794674, | |
| 0.008004055883248854, | |
| -0.007600221914685837, | |
| -0.006978400285334639, | |
| 0.006483041287062195, | |
| -0.006266336659702626, | |
| 0.006189451219707562, | |
| 0.00598956770250889, | |
| 0.00595117246752898, | |
| 0.005619995503118669, | |
| -0.005598009298130622, | |
| 0.005204318858847118, | |
| -0.0051438850769783325, | |
| 0.005132140741913955, | |
| -0.0051113263650302216, | |
| -0.005023532835031417, | |
| 0.004853222389732443, | |
| -0.004709841289892862, | |
| -0.004707210955578319, | |
| 0.004503901516118327, | |
| 0.004428586963748633, | |
| -0.0042356263508153795, | |
| -0.004110049235248934, | |
| 0.003532927348134195, | |
| -0.0034925397133585504, | |
| 0.0033928253942491276, | |
| -0.0032664609226534438, | |
| 0.0028454774155582617, | |
| -0.00257856106668572, | |
| 0.0024961207467101426, | |
| -0.002340590933194581, | |
| 0.0022551605776525057, | |
| -0.0021968379562854134, | |
| 0.00215649600079168, | |
| -0.0021459140336746387, | |
| 0.001855665127821615, | |
| 0.0018200675658786695, | |
| -0.0017774109337203197, | |
| -0.001678467719377613, | |
| -0.0016592053086219231, | |
| 0.0015753821325782767, | |
| 0.0015541302299328862, | |
| 0.001501797478208448, | |
| -0.0013569391096510972, | |
| -0.0009368423709829076, | |
| 0.000813539183306051, | |
| 0.0007695117832673984, | |
| 0.0006180808673048699, | |
| -0.0005932060207012112, | |
| -0.0002909812849781082, | |
| -0.0002476789557136788, | |
| -0.0001117578344606855, | |
| -2.528913838522702e-05, | |
| -1.0812564126119622e-06 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.06310981445057857, | |
| 0.06277978313855538, | |
| 0.05880806979087208, | |
| 0.05316672951371653, | |
| 0.050062910470151975, | |
| 0.049824886103950375, | |
| 0.04900587035998601, | |
| 0.046596049271113826, | |
| 0.04650687938298245, | |
| 0.04497127305412119, | |
| 0.044452337459064885, | |
| 0.044088328299733935, | |
| 0.04340122051292251, | |
| 0.042720173962017396, | |
| 0.038504681624590816, | |
| 0.03769742842338564, | |
| 0.035431796087877325, | |
| 0.03527341111387776, | |
| 0.03465283517392573, | |
| 0.029971158022791912, | |
| 0.02973647148920906, | |
| 0.029685760042274696, | |
| 0.029558444738817292, | |
| 0.029340459786431964, | |
| 0.029181421426955123, | |
| 0.029161223795230756, | |
| 0.028411941036094866, | |
| 0.027586393067988796, | |
| 0.027408934899281756, | |
| 0.02735954700496139, | |
| 0.026531878546485917, | |
| 0.025306171936649254, | |
| 0.025209126666101037, | |
| 0.024204739265320643, | |
| 0.023751995536755853, | |
| 0.022077340804637104, | |
| 0.02207172202686534, | |
| 0.021675191088799343, | |
| 0.020018870336936962, | |
| 0.019548941404059147, | |
| 0.01890591604636749, | |
| 0.018808125570384835, | |
| 0.01867479054409393, | |
| 0.018280428446629814, | |
| 0.01801575418284212, | |
| 0.01769465119198557, | |
| 0.01769039395891215, | |
| 0.017395166967961454, | |
| 0.017165701782585415, | |
| 0.016968393888447196, | |
| 0.015049127395366546, | |
| 0.013510360368556847, | |
| 0.013467167937922443, | |
| 0.013158516332813069, | |
| 0.01312421552220819, | |
| 0.01301503977331603, | |
| 0.012747785957076853, | |
| 0.012533902147517545, | |
| 0.01251518862372438, | |
| 0.012508711210095107, | |
| 0.012308010687425167, | |
| 0.01192842073372378, | |
| 0.011807623985155398, | |
| 0.01156460571613805, | |
| 0.011385469922107644, | |
| 0.011026932759805794, | |
| 0.010999386777339642, | |
| 0.0107004582315854, | |
| 0.010186379633434188, | |
| 0.009940654526655749, | |
| 0.009933850296406654, | |
| 0.009874924700658832, | |
| 0.009085214419007254, | |
| 0.009056649349122928, | |
| 0.008830042510141996, | |
| 0.008490943803914996, | |
| 0.008436658627794674, | |
| 0.008004055883248854, | |
| 0.007600221914685837, | |
| 0.006978400285334639, | |
| 0.006483041287062195, | |
| 0.006266336659702626, | |
| 0.006189451219707562, | |
| 0.00598956770250889, | |
| 0.00595117246752898, | |
| 0.005619995503118669, | |
| 0.005598009298130622, | |
| 0.005204318858847118, | |
| 0.0051438850769783325, | |
| 0.005132140741913955, | |
| 0.0051113263650302216, | |
| 0.005023532835031417, | |
| 0.004853222389732443, | |
| 0.004709841289892862, | |
| 0.004707210955578319, | |
| 0.004503901516118327, | |
| 0.004428586963748633, | |
| 0.0042356263508153795, | |
| 0.004110049235248934, | |
| 0.003532927348134195, | |
| 0.0034925397133585504, | |
| 0.0033928253942491276, | |
| 0.0032664609226534438, | |
| 0.0028454774155582617, | |
| 0.00257856106668572, | |
| 0.0024961207467101426, | |
| 0.002340590933194581, | |
| 0.0022551605776525057, | |
| 0.0021968379562854134, | |
| 0.00215649600079168, | |
| 0.0021459140336746387, | |
| 0.001855665127821615, | |
| 0.0018200675658786695, | |
| 0.0017774109337203197, | |
| 0.001678467719377613, | |
| 0.0016592053086219231, | |
| 0.0015753821325782767, | |
| 0.0015541302299328862, | |
| 0.001501797478208448, | |
| 0.0013569391096510972, | |
| 0.0009368423709829076, | |
| 0.000813539183306051, | |
| 0.0007695117832673984, | |
| 0.0006180808673048699, | |
| 0.0005932060207012112, | |
| 0.0002909812849781082, | |
| 0.0002476789557136788, | |
| 0.0001117578344606855, | |
| 2.528913838522702e-05, | |
| 1.0812564126119622e-06 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 75.23809523809524, | |
| "precision": 73.76678876678878, | |
| "recall": 82.57142857142858, | |
| "f1": 77.23137057844704 | |
| }, | |
| "selection": { | |
| "precision": 1.8861830519185343, | |
| "recall": 0.6734006734006732, | |
| "f1": 0.9923527077061793, | |
| "jaccard": 0.49940426994854226 | |
| } | |
| } | |
| } |