| { | |
| "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 | |
| } | |
| } | |
| } |