{ "significant_genes": { "Variable": [ "ATAD2", "HLA-E", "BTN3A1", "BLM", "B2M", "GSDME", "LRRIQ1", "SERPINE2", "BCS1L", "ARID3A", "BBS12", "ABCA2", "INTS10", "C11orf40", "TIMP2", "APOBEC3G", "CNGA1", "APCS", "ATAD5", "PCCB", "ADM2", "GNG10", "OR2M1P", "PLEKHG1", "ANXA13", "ADAM8", "CAPSL", "C5orf15", "NBPF11", "EXOSC7", "AMDHD2", "ARHGEF3", "EPB41L1", "RHO", "INA", "MEPE", "SLC8A2", "HLA-G", "CLDN16", "SLC9A5", "MYLK3", "SLC4A3", "RBM24", "EGR3", "LEMD1", "MIR493", "HCLS1", "BTLA", "AP3M2", "BCAS4", "NCMAP", "ARMCX5-GPRASP2", "ASNS", "OSBP2", "FCAMR", "TH", "DEFB134", "GRAP", "PRR19", "TSPAN5", "CDO1", "MIR640", "AOAH", "HPCAL1", "ATXN7L2", "ZSCAN5B", "PACC1", "TLL2", "CDC6", "LINC00235", "TRIM40", "SLC6A16", "BIRC3", "TTYH3", "FAM133A" ], "Coefficient": [ 0.08079994618802377, 0.07010533128129737, 0.04189638835835617, 0.04177835304401021, 0.039225295483362045, -0.03477788835809572, -0.03029692370230332, -0.029998795734600046, 0.029297193125432424, -0.028035332275493926, -0.0230807689183659, -0.022047618592227213, 0.019481689478601974, -0.019229514516264434, -0.019113569639883466, 0.018738824542033027, -0.016787777973556562, 0.01594270058017507, -0.015623966411489868, 0.014714298821187917, -0.014479113044197725, -0.013401109148115167, 0.012867522795955412, 0.010664544454989041, -0.010277681123158923, 0.01002557788526905, -0.009215790140072755, 0.009027843505984108, 0.008446176148098413, 0.008190127838271105, -0.0069247857785753025, 0.006385307280272167, -0.005699216202465925, 0.005404074974348387, 0.004675420886663256, 0.004316047755902084, 0.00410927754968684, 0.003957658961134372, 0.0037402021212147086, -0.0035862983901091758, -0.0025430452849645197, 0.002528447414547487, -0.0023443150289348346, 0.002335148273144485, -0.0023046646519087172, 0.0022795168268882394, 0.0021327440505997195, 0.0019119841292690347, 0.0018886556708415337, 0.0018012545900268169, -0.0017449321296660854, -0.0017395165729091092, 0.0017012257491509882, -0.0016451028154199029, 0.0015702121338966783, 0.0012449511679739178, 0.0011869856827692014, 0.0011636628714584074, -0.0010806512702536506, 0.0010482991414354275, 0.0010423348731313533, 0.0008455356891106944, 0.000711320434860934, -0.0005030863235067533, 0.00037862144125586035, -0.00036051510349544334, 0.00027988032353169187, 0.00020870814818405923, 0.00014763486571797046, -0.0001450101067682019, 0.00011165010854675304, 0.0001074170824261492, 4.83306420645486e-05, -4.036566459139722e-05, -1.4469564105759093e-05 ], "Absolute Coefficient": [ 0.08079994618802377, 0.07010533128129737, 0.04189638835835617, 0.04177835304401021, 0.039225295483362045, 0.03477788835809572, 0.03029692370230332, 0.029998795734600046, 0.029297193125432424, 0.028035332275493926, 0.0230807689183659, 0.022047618592227213, 0.019481689478601974, 0.019229514516264434, 0.019113569639883466, 0.018738824542033027, 0.016787777973556562, 0.01594270058017507, 0.015623966411489868, 0.014714298821187917, 0.014479113044197725, 0.013401109148115167, 0.012867522795955412, 0.010664544454989041, 0.010277681123158923, 0.01002557788526905, 0.009215790140072755, 0.009027843505984108, 0.008446176148098413, 0.008190127838271105, 0.0069247857785753025, 0.006385307280272167, 0.005699216202465925, 0.005404074974348387, 0.004675420886663256, 0.004316047755902084, 0.00410927754968684, 0.003957658961134372, 0.0037402021212147086, 0.0035862983901091758, 0.0025430452849645197, 0.002528447414547487, 0.0023443150289348346, 0.002335148273144485, 0.0023046646519087172, 0.0022795168268882394, 0.0021327440505997195, 0.0019119841292690347, 0.0018886556708415337, 0.0018012545900268169, 0.0017449321296660854, 0.0017395165729091092, 0.0017012257491509882, 0.0016451028154199029, 0.0015702121338966783, 0.0012449511679739178, 0.0011869856827692014, 0.0011636628714584074, 0.0010806512702536506, 0.0010482991414354275, 0.0010423348731313533, 0.0008455356891106944, 0.000711320434860934, 0.0005030863235067533, 0.00037862144125586035, 0.00036051510349544334, 0.00027988032353169187, 0.00020870814818405923, 0.00014763486571797046, 0.0001450101067682019, 0.00011165010854675304, 0.0001074170824261492, 4.83306420645486e-05, 4.036566459139722e-05, 1.4469564105759093e-05 ] }, "cv_performance": { "prediction": { "accuracy": 100.0, "precision": 100.0, "recall": 100.0, "f1": 100.0 }, "selection": { "precision": 0.9639830508474576, "recall": 0.7792207792207793, "f1": 0.8614935335836462, "jaccard": 0.43591793232081005 } } }