| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "IFRD2", | |
| "CASC5", | |
| "FAM24A", | |
| "LILRA3", | |
| "KRTAP21-1", | |
| "SPATS2L", | |
| "CNGA3", | |
| "SYNM", | |
| "TRBV27", | |
| "SYCP2L", | |
| "GSDMB", | |
| "RNASE3", | |
| "RMDN3", | |
| "CDKN2B-AS1", | |
| "RP11-1L12", | |
| "PTPDC1", | |
| "CTD-2639E6", | |
| "HEXDC", | |
| "TMEM45A", | |
| "FLJ31715", | |
| "TMEM242", | |
| "CCL4", | |
| "YEATS2", | |
| "EIF3CL", | |
| "FNDC1", | |
| "CCT6P1", | |
| "HIVEP3", | |
| "SLCO2A1", | |
| "EPDR1", | |
| "UBE3B", | |
| "C10orf113", | |
| "LTF", | |
| "CFD", | |
| "GEM", | |
| "FBLN5", | |
| "MRI1", | |
| "SLC26A4", | |
| "NEFL", | |
| "MUC7", | |
| "ZG16B", | |
| "FCER1G", | |
| "PEX6", | |
| "DNER", | |
| "CAB39L", | |
| "NRCAM", | |
| "VNN1", | |
| "RAPGEF4", | |
| "FLJ31356", | |
| "C20orf85", | |
| "GPR1-AS", | |
| "KCTD11", | |
| "MYL6B", | |
| "VSIG10", | |
| "MAGEA9", | |
| "NGFRAP1", | |
| "BSPRY", | |
| "EFNB2", | |
| "GTF2H2B", | |
| "MYOC", | |
| "MGP", | |
| "TRBV25-1", | |
| "ERMAP", | |
| "LIMS3", | |
| "CAV2", | |
| "SIK1", | |
| "KRT77", | |
| "ZNF625", | |
| "RP11-796E2", | |
| "TNRC6C", | |
| "HERC2P3", | |
| "LPL", | |
| "TMEM220", | |
| "KRT1", | |
| "CEACAM8", | |
| "SLC2A6", | |
| "HIST1H1C", | |
| "BUB1B", | |
| "RPH3A", | |
| "UVSSA", | |
| "TRAV10", | |
| "AK098263", | |
| "ATP7A", | |
| "CNTF", | |
| "PLEK", | |
| "SNX7", | |
| "ALMS1-IT1", | |
| "CPVL", | |
| "TOP1MT", | |
| "RP13-638C3", | |
| "SIGLECL1", | |
| "MCC", | |
| "GSG2", | |
| "AJ011981", | |
| "RALY-AS1", | |
| "SGSM3", | |
| "MGC4836", | |
| "VPS33A", | |
| "SLC30A10", | |
| "NAPRT", | |
| "LYZ", | |
| "FGF9", | |
| "PKHD1L1", | |
| "RIMS3", | |
| "POMK", | |
| "PSORS1C3", | |
| "MIR4697", | |
| "CABP7", | |
| "ISM1", | |
| "INTS4", | |
| "TCRAVN1", | |
| "CAND2", | |
| "RNF175", | |
| "NDST2", | |
| "CSN2", | |
| "CSNK1A1P1", | |
| "BRS3", | |
| "COG1", | |
| "C15orf48", | |
| "C1orf54", | |
| "RHEBL1", | |
| "RP11-29P20", | |
| "LGALS4", | |
| "PROX1", | |
| "MIR4697HG" | |
| ], | |
| "Coefficient": [ | |
| -0.06404478564202781, | |
| -0.060493261441767816, | |
| -0.05337051268210055, | |
| -0.05298683572001862, | |
| 0.049941206771228965, | |
| 0.048790838119116775, | |
| -0.048483031054867454, | |
| 0.04832028639265198, | |
| -0.04826804849081353, | |
| -0.043188425265218995, | |
| -0.042676325641042026, | |
| 0.04183322088099634, | |
| -0.03892655206960701, | |
| 0.03882742453237735, | |
| 0.03640866109624063, | |
| 0.035937550101003635, | |
| -0.03485805845848205, | |
| -0.03435867685869695, | |
| 0.034093488565382496, | |
| 0.03367480193091535, | |
| 0.031721487164883856, | |
| 0.029246676330583563, | |
| 0.029027923734049083, | |
| 0.02845884035438935, | |
| -0.028116313069112022, | |
| 0.027724091956625865, | |
| 0.027292828475720517, | |
| -0.027229731651239857, | |
| 0.027072246436694987, | |
| 0.02699559103701702, | |
| -0.026087468442637804, | |
| 0.025059842650277612, | |
| 0.024450595754577368, | |
| -0.02410678554207351, | |
| -0.02377650546143993, | |
| -0.02330416605105024, | |
| -0.023172098465324326, | |
| -0.022954144507046765, | |
| 0.022499644435324945, | |
| -0.021692878566878866, | |
| -0.020373980135035923, | |
| -0.019660229666573218, | |
| 0.019311506710029517, | |
| 0.018889612169367853, | |
| 0.018802065092420914, | |
| 0.018404984291915068, | |
| 0.018178019079630056, | |
| 0.01812774195171602, | |
| -0.018046971320896506, | |
| -0.017777851878854105, | |
| -0.01757670700914956, | |
| -0.01730602167130877, | |
| -0.01684489909168187, | |
| 0.01664346407027612, | |
| -0.016606257242951075, | |
| 0.016297526348234184, | |
| 0.015586225558531605, | |
| -0.014632260290401832, | |
| 0.014365817390146774, | |
| 0.014110825597414618, | |
| 0.013495228150920184, | |
| 0.012825467780091807, | |
| -0.012693090876334235, | |
| -0.012280866012452563, | |
| 0.011649058182260629, | |
| 0.011281174337051612, | |
| -0.011098751818297206, | |
| -0.010326608382046692, | |
| 0.010294759415821414, | |
| 0.010185325981557119, | |
| -0.010155146112456865, | |
| 0.010128474296261358, | |
| -0.009949417165837355, | |
| 0.00985147415460794, | |
| -0.009742435019258238, | |
| 0.008705040254348146, | |
| 0.008693200063349558, | |
| -0.008555143206451074, | |
| -0.007085123321972227, | |
| 0.006698654161418632, | |
| 0.006474288245880764, | |
| 0.006216897613827952, | |
| 0.006007454902656097, | |
| -0.005420193541281507, | |
| 0.005396649659214068, | |
| -0.005231346401258699, | |
| -0.005108832491144055, | |
| 0.005076912489526062, | |
| -0.004667401537256223, | |
| 0.00452585412242641, | |
| 0.004459439612093902, | |
| -0.004438547728653933, | |
| 0.004345973617016838, | |
| 0.004120275630933497, | |
| 0.004117009709335213, | |
| -0.003760348554860671, | |
| -0.0037513751568573595, | |
| 0.003553263040448816, | |
| -0.002956328662812065, | |
| -0.00275779009744349, | |
| 0.002740890809922249, | |
| -0.002647520640642181, | |
| 0.002494770251810075, | |
| -0.0021923966034114143, | |
| 0.0020041430099644645, | |
| -0.0018722890092923645, | |
| 0.0018351630122034794, | |
| -0.0017123533466441414, | |
| -0.0014464887445848373, | |
| -0.0014204675328475915, | |
| -0.001384111372624575, | |
| -0.0012454703523994332, | |
| 0.0008917942512518125, | |
| 0.0006844003572696581, | |
| -0.0006673867614500953, | |
| -0.0006541299564759469, | |
| 0.0004328271712096058, | |
| 0.00039061037006955996, | |
| -0.0002691953884233949, | |
| -0.00019563629762773296, | |
| 0.00013856767296304296, | |
| 7.329553015514595e-05, | |
| 6.353569092670338e-05, | |
| -1.0185532336010611e-18 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.06404478564202781, | |
| 0.060493261441767816, | |
| 0.05337051268210055, | |
| 0.05298683572001862, | |
| 0.049941206771228965, | |
| 0.048790838119116775, | |
| 0.048483031054867454, | |
| 0.04832028639265198, | |
| 0.04826804849081353, | |
| 0.043188425265218995, | |
| 0.042676325641042026, | |
| 0.04183322088099634, | |
| 0.03892655206960701, | |
| 0.03882742453237735, | |
| 0.03640866109624063, | |
| 0.035937550101003635, | |
| 0.03485805845848205, | |
| 0.03435867685869695, | |
| 0.034093488565382496, | |
| 0.03367480193091535, | |
| 0.031721487164883856, | |
| 0.029246676330583563, | |
| 0.029027923734049083, | |
| 0.02845884035438935, | |
| 0.028116313069112022, | |
| 0.027724091956625865, | |
| 0.027292828475720517, | |
| 0.027229731651239857, | |
| 0.027072246436694987, | |
| 0.02699559103701702, | |
| 0.026087468442637804, | |
| 0.025059842650277612, | |
| 0.024450595754577368, | |
| 0.02410678554207351, | |
| 0.02377650546143993, | |
| 0.02330416605105024, | |
| 0.023172098465324326, | |
| 0.022954144507046765, | |
| 0.022499644435324945, | |
| 0.021692878566878866, | |
| 0.020373980135035923, | |
| 0.019660229666573218, | |
| 0.019311506710029517, | |
| 0.018889612169367853, | |
| 0.018802065092420914, | |
| 0.018404984291915068, | |
| 0.018178019079630056, | |
| 0.01812774195171602, | |
| 0.018046971320896506, | |
| 0.017777851878854105, | |
| 0.01757670700914956, | |
| 0.01730602167130877, | |
| 0.01684489909168187, | |
| 0.01664346407027612, | |
| 0.016606257242951075, | |
| 0.016297526348234184, | |
| 0.015586225558531605, | |
| 0.014632260290401832, | |
| 0.014365817390146774, | |
| 0.014110825597414618, | |
| 0.013495228150920184, | |
| 0.012825467780091807, | |
| 0.012693090876334235, | |
| 0.012280866012452563, | |
| 0.011649058182260629, | |
| 0.011281174337051612, | |
| 0.011098751818297206, | |
| 0.010326608382046692, | |
| 0.010294759415821414, | |
| 0.010185325981557119, | |
| 0.010155146112456865, | |
| 0.010128474296261358, | |
| 0.009949417165837355, | |
| 0.00985147415460794, | |
| 0.009742435019258238, | |
| 0.008705040254348146, | |
| 0.008693200063349558, | |
| 0.008555143206451074, | |
| 0.007085123321972227, | |
| 0.006698654161418632, | |
| 0.006474288245880764, | |
| 0.006216897613827952, | |
| 0.006007454902656097, | |
| 0.005420193541281507, | |
| 0.005396649659214068, | |
| 0.005231346401258699, | |
| 0.005108832491144055, | |
| 0.005076912489526062, | |
| 0.004667401537256223, | |
| 0.00452585412242641, | |
| 0.004459439612093902, | |
| 0.004438547728653933, | |
| 0.004345973617016838, | |
| 0.004120275630933497, | |
| 0.004117009709335213, | |
| 0.003760348554860671, | |
| 0.0037513751568573595, | |
| 0.003553263040448816, | |
| 0.002956328662812065, | |
| 0.00275779009744349, | |
| 0.002740890809922249, | |
| 0.002647520640642181, | |
| 0.002494770251810075, | |
| 0.0021923966034114143, | |
| 0.0020041430099644645, | |
| 0.0018722890092923645, | |
| 0.0018351630122034794, | |
| 0.0017123533466441414, | |
| 0.0014464887445848373, | |
| 0.0014204675328475915, | |
| 0.001384111372624575, | |
| 0.0012454703523994332, | |
| 0.0008917942512518125, | |
| 0.0006844003572696581, | |
| 0.0006673867614500953, | |
| 0.0006541299564759469, | |
| 0.0004328271712096058, | |
| 0.00039061037006955996, | |
| 0.0002691953884233949, | |
| 0.00019563629762773296, | |
| 0.00013856767296304296, | |
| 7.329553015514595e-05, | |
| 6.353569092670338e-05, | |
| 1.0185532336010611e-18 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 71.42857142857142, | |
| "precision": 69.25016160310278, | |
| "recall": 88.28571428571429, | |
| "f1": 76.44943019943021 | |
| }, | |
| "selection": { | |
| "precision": 1.7296108294883221, | |
| "recall": 0.6060606060606059, | |
| "f1": 0.8971659634035543, | |
| "jaccard": 0.45147487600388336 | |
| } | |
| } | |
| } |