{ "significant_genes": { "Variable": [ "FIP1L1", "ATP6V0A2", "TMEM53", "SIAE", "AGK", "ZNF12", "MGC16275", "COCH", "GNLY", "ABCA13", "MIR3150A", "ARMH4", "SLC7A14", "UCHL1", "CES5A", "ZNF280D", "BTBD16", "TSPEAR", "PACSIN2", "TTN", "ADAM23", "ZNF577", "CLIC6", "KRT73", "PANX2", "ZNF417", "MTUS2-AS1", "FAM20A", "FARP2", "ZSCAN20", "CYCS", "EXD3", "TMEM126B", "PRDM4", "KCNJ9", "DIRC1", "SEMA3A", "CD101", "DGKE", "DEUP1", "GTSE1-DT", "RUBCNL", "SCRG1", "FRA10AC1", "GHRLOS", "NKX6-3", "TMEM106A", "DPYD", "SLC41A2", "NLRP11", "CNOT6L", "SNX13", "PROSER3", "PWRN1", "WFDC2", "MPHOSPH6", "CD200R1", "AHI1", "ERVFH21-1", "TMTC4", "MED28", "VPS13D", "GCLC", "BCL6B", "BTBD19", "WNT9A", "ZNF214", "SALL3", "GPSM1", "IPP", "ASB14", "CFAP58", "GRID1-AS1" ], "Coefficient": [ 0.11604878651916728, -0.09281995229946778, 0.0874246394090119, 0.08610959384355678, -0.07302717139977905, -0.06561585040768517, -0.060661121252081465, -0.05547940127388923, 0.05012063520821534, -0.045432184168652835, 0.04365789202187998, 0.0421906244332462, 0.04078360082971058, 0.040233947175523116, -0.032044598468250494, -0.029401176233000974, -0.02755861526207745, -0.02747531832486646, 0.027168775151425337, 0.02702396735824927, 0.026962610182480057, 0.026890727499048278, -0.02656713671401416, 0.026312003502690896, -0.025868388400246536, -0.024815667101733118, 0.02411356104741016, 0.023882342545630344, 0.023507311312797527, -0.023360662003607417, -0.02292030278074679, -0.02143056331474019, 0.02086347583881503, 0.020791375086860908, 0.019774062424740595, 0.019201817833644795, 0.01347231070076391, 0.013363522962838558, 0.013215030705887688, -0.01236462297872497, 0.012248462492143931, 0.012107889027399517, 0.010651985203665218, -0.008804176441004199, -0.008499695648593427, -0.008057001650250938, 0.007960955307785676, -0.0069487121289123835, 0.006711583416679482, -0.006478903409311699, 0.006477642266913824, 0.006178636956904922, 0.006072697754494368, 0.005954016274836926, -0.0048718764800706965, 0.00460974670259995, 0.004015513655429599, 0.0031728732068483814, 0.002853164401122323, 0.002569557680418822, 0.002562726621019773, -0.0023910145004689674, 0.001983245054949023, 0.0017520581839372534, 0.0010677061955577224, 0.0010669355515159885, -0.0007323981597972101, -0.00046903291767462024, -0.00028194575396627876, -0.00020183555338950177, 0.00011821900097191438, -5.359447204563314e-05, -1.0767249161235357e-17 ], "Absolute Coefficient": [ 0.11604878651916728, 0.09281995229946778, 0.0874246394090119, 0.08610959384355678, 0.07302717139977905, 0.06561585040768517, 0.060661121252081465, 0.05547940127388923, 0.05012063520821534, 0.045432184168652835, 0.04365789202187998, 0.0421906244332462, 0.04078360082971058, 0.040233947175523116, 0.032044598468250494, 0.029401176233000974, 0.02755861526207745, 0.02747531832486646, 0.027168775151425337, 0.02702396735824927, 0.026962610182480057, 0.026890727499048278, 0.02656713671401416, 0.026312003502690896, 0.025868388400246536, 0.024815667101733118, 0.02411356104741016, 0.023882342545630344, 0.023507311312797527, 0.023360662003607417, 0.02292030278074679, 0.02143056331474019, 0.02086347583881503, 0.020791375086860908, 0.019774062424740595, 0.019201817833644795, 0.01347231070076391, 0.013363522962838558, 0.013215030705887688, 0.01236462297872497, 0.012248462492143931, 0.012107889027399517, 0.010651985203665218, 0.008804176441004199, 0.008499695648593427, 0.008057001650250938, 0.007960955307785676, 0.0069487121289123835, 0.006711583416679482, 0.006478903409311699, 0.006477642266913824, 0.006178636956904922, 0.006072697754494368, 0.005954016274836926, 0.0048718764800706965, 0.00460974670259995, 0.004015513655429599, 0.0031728732068483814, 0.002853164401122323, 0.002569557680418822, 0.002562726621019773, 0.0023910145004689674, 0.001983245054949023, 0.0017520581839372534, 0.0010677061955577224, 0.0010669355515159885, 0.0007323981597972101, 0.00046903291767462024, 0.00028194575396627876, 0.00020183555338950177, 0.00011821900097191438, 5.359447204563314e-05, 1.0767249161235357e-17 ] }, "cv_performance": { "prediction": { "accuracy": 70.9090909090909, "precision": 72.73015873015872, "recall": 84.73015873015873, "f1": 77.50843927314516 }, "selection": { "precision": 1.6779661016949152, "recall": 4.761904761904762, "f1": 2.481481481481482, "jaccard": 1.2691496267445634 } } }