{ | |
"significant_genes": { | |
"Variable": [ | |
"COL4A1", | |
"OTC", | |
"HTN3", | |
"ZIC2", | |
"ESM1", | |
"CIDEC", | |
"PRSS58", | |
"CSRNP1", | |
"ADH4", | |
"ALG1L1P", | |
"HOXD11", | |
"C14orf180", | |
"CFAP46", | |
"ZNF114", | |
"AIM2", | |
"FAM74A3", | |
"CHST2", | |
"PLA2G2E", | |
"SLC35C1", | |
"HOXC9", | |
"PRB4", | |
"IL17F", | |
"THRSP", | |
"KRT35", | |
"IL11", | |
"NRG2", | |
"C4orf50", | |
"NUCB2", | |
"ODF4", | |
"SHOX2", | |
"IL22", | |
"HOXA10", | |
"GRIN2D", | |
"FOXD2", | |
"DIPK1A", | |
"PLAC1", | |
"GRAP", | |
"LINC01599", | |
"BMF", | |
"TIMP4", | |
"CXCL13", | |
"GPRIN1", | |
"FAM167B", | |
"E2F7", | |
"CDH24", | |
"MAP4K2", | |
"MMP9", | |
"ABCG1", | |
"GPR101", | |
"CCL11", | |
"PARP12", | |
"POTEE", | |
"SPINK8", | |
"FRMPD2B", | |
"ADAM12", | |
"RMI2", | |
"DNMT3B", | |
"C18orf54", | |
"GARIN4", | |
"RHAG", | |
"CNR2", | |
"LINC00314", | |
"HSD17B13", | |
"C17orf67", | |
"FERD3L", | |
"EAF2", | |
"FAM43B", | |
"HOXC6", | |
"SHROOM3", | |
"ABTB1", | |
"TMEM132A", | |
"FAAP24", | |
"DPF1", | |
"SEC14L3", | |
"SLC28A1", | |
"HOXC8", | |
"EME1", | |
"SLC36A1", | |
"HTR3B", | |
"SLC17A3", | |
"KRTAP13-1", | |
"CELSR3", | |
"CIMIP2B", | |
"DEFB105A", | |
"SULT1C3", | |
"CLIC4", | |
"PDE6A", | |
"PCDH17", | |
"H2AC11", | |
"KIF14", | |
"LPIN1", | |
"PRSS37", | |
"LEPROTL1", | |
"ZNF707", | |
"MT1A", | |
"CRIPTO", | |
"SLC6A17", | |
"NEU1", | |
"TNFSF18", | |
"SMR3B", | |
"APOF", | |
"HSD17B6", | |
"SNX9", | |
"TSBP1", | |
"HRCT1", | |
"ZNF415", | |
"SI", | |
"FCRL2", | |
"SLC2A7", | |
"KRT32", | |
"TTR", | |
"KCNQ1OT1", | |
"SRPX", | |
"GTSF1L" | |
], | |
"Coefficient": [ | |
0.021978017032297528, | |
-0.02149303897246066, | |
-0.019671311277652103, | |
0.01693698558286718, | |
0.016210810800734887, | |
-0.014510241075539228, | |
-0.01446587354087077, | |
-0.013915367652121988, | |
-0.012942651870090673, | |
0.012884438027458997, | |
0.012150662136213908, | |
-0.011876737734124298, | |
-0.011008565602795131, | |
0.010337322510046905, | |
0.010087683844691893, | |
-0.00909428793265309, | |
0.008709026650501151, | |
-0.008320749209522835, | |
-0.008240260331643075, | |
0.008185552534243723, | |
-0.00801546096307592, | |
-0.007160859374598864, | |
-0.007089138613243944, | |
-0.007067968889768017, | |
0.007067755019923522, | |
-0.006954776947992828, | |
0.006840633726085303, | |
-0.006708931554356609, | |
-0.006508518743396928, | |
0.006184184069369469, | |
-0.006102184879912674, | |
0.006038262997981941, | |
0.00596621883752107, | |
0.005887130412748529, | |
0.005735912136506091, | |
0.005582839787602053, | |
0.005525199860311889, | |
0.0051525569907398495, | |
0.005090689242973405, | |
-0.005062192677364445, | |
0.004908194708922169, | |
0.004542910795321885, | |
0.00411842591718018, | |
0.004028115830407901, | |
0.003896938820165104, | |
0.0037901238223280354, | |
0.0037033760762622088, | |
0.0036292418732258793, | |
-0.003578327818529297, | |
0.0035206985247521316, | |
0.003108730994368943, | |
-0.003063038397916046, | |
-0.0029153147110821008, | |
-0.0028017743121240175, | |
0.00277614085754166, | |
0.002572531515532863, | |
0.0025002232807959943, | |
0.002350918171659604, | |
-0.0023037127658073423, | |
-0.0022926660028087164, | |
0.0022004747201730163, | |
-0.0021755360732357565, | |
-0.002161782646436613, | |
0.0021400608655153842, | |
-0.002084688407578549, | |
0.0020385965872901, | |
-0.0019607990703233154, | |
0.001891070985893783, | |
-0.0018255909475689955, | |
0.0017372028416270085, | |
0.0017336099183241768, | |
0.0016591250146953639, | |
0.00165528280546079, | |
-0.0014198022151155698, | |
-0.0013278905413918018, | |
0.001321066567320488, | |
0.0012480245550069021, | |
0.0011969724877111784, | |
-0.0011177581840328054, | |
0.0010902443189954234, | |
-0.0010590746232043166, | |
0.0009538445786033589, | |
-0.0009476769008506502, | |
0.0008311125027024913, | |
-0.0008149246229525067, | |
0.0008145330333536831, | |
-0.0008058928988659156, | |
0.0007286259089495999, | |
0.0007154648854697109, | |
0.0006859254939519932, | |
-0.0006743040552880685, | |
0.0006386521018124788, | |
0.0005864949140387324, | |
0.000566768332960426, | |
-0.000560672651738474, | |
0.0004989770053414384, | |
-0.00046347679852894413, | |
0.0003956508033378254, | |
0.00034980139668969407, | |
-0.0003328934015512228, | |
-0.0003264260224066578, | |
0.00021509225881942998, | |
-0.00019775732182580142, | |
0.00016799293014352828, | |
-0.00016448614039942612, | |
-0.0001629685086148227, | |
0.00014972104914103107, | |
0.00013330275051427585, | |
0.00013010107771696468, | |
-0.00012317605332795402, | |
-7.306145765398823e-05, | |
4.441871788414744e-05, | |
-4.0740212889688645e-05, | |
2.336035194443585e-05 | |
], | |
"Absolute Coefficient": [ | |
0.021978017032297528, | |
0.02149303897246066, | |
0.019671311277652103, | |
0.01693698558286718, | |
0.016210810800734887, | |
0.014510241075539228, | |
0.01446587354087077, | |
0.013915367652121988, | |
0.012942651870090673, | |
0.012884438027458997, | |
0.012150662136213908, | |
0.011876737734124298, | |
0.011008565602795131, | |
0.010337322510046905, | |
0.010087683844691893, | |
0.00909428793265309, | |
0.008709026650501151, | |
0.008320749209522835, | |
0.008240260331643075, | |
0.008185552534243723, | |
0.00801546096307592, | |
0.007160859374598864, | |
0.007089138613243944, | |
0.007067968889768017, | |
0.007067755019923522, | |
0.006954776947992828, | |
0.006840633726085303, | |
0.006708931554356609, | |
0.006508518743396928, | |
0.006184184069369469, | |
0.006102184879912674, | |
0.006038262997981941, | |
0.00596621883752107, | |
0.005887130412748529, | |
0.005735912136506091, | |
0.005582839787602053, | |
0.005525199860311889, | |
0.0051525569907398495, | |
0.005090689242973405, | |
0.005062192677364445, | |
0.004908194708922169, | |
0.004542910795321885, | |
0.00411842591718018, | |
0.004028115830407901, | |
0.003896938820165104, | |
0.0037901238223280354, | |
0.0037033760762622088, | |
0.0036292418732258793, | |
0.003578327818529297, | |
0.0035206985247521316, | |
0.003108730994368943, | |
0.003063038397916046, | |
0.0029153147110821008, | |
0.0028017743121240175, | |
0.00277614085754166, | |
0.002572531515532863, | |
0.0025002232807959943, | |
0.002350918171659604, | |
0.0023037127658073423, | |
0.0022926660028087164, | |
0.0022004747201730163, | |
0.0021755360732357565, | |
0.002161782646436613, | |
0.0021400608655153842, | |
0.002084688407578549, | |
0.0020385965872901, | |
0.0019607990703233154, | |
0.001891070985893783, | |
0.0018255909475689955, | |
0.0017372028416270085, | |
0.0017336099183241768, | |
0.0016591250146953639, | |
0.00165528280546079, | |
0.0014198022151155698, | |
0.0013278905413918018, | |
0.001321066567320488, | |
0.0012480245550069021, | |
0.0011969724877111784, | |
0.0011177581840328054, | |
0.0010902443189954234, | |
0.0010590746232043166, | |
0.0009538445786033589, | |
0.0009476769008506502, | |
0.0008311125027024913, | |
0.0008149246229525067, | |
0.0008145330333536831, | |
0.0008058928988659156, | |
0.0007286259089495999, | |
0.0007154648854697109, | |
0.0006859254939519932, | |
0.0006743040552880685, | |
0.0006386521018124788, | |
0.0005864949140387324, | |
0.000566768332960426, | |
0.000560672651738474, | |
0.0004989770053414384, | |
0.00046347679852894413, | |
0.0003956508033378254, | |
0.00034980139668969407, | |
0.0003328934015512228, | |
0.0003264260224066578, | |
0.00021509225881942998, | |
0.00019775732182580142, | |
0.00016799293014352828, | |
0.00016448614039942612, | |
0.0001629685086148227, | |
0.00014972104914103107, | |
0.00013330275051427585, | |
0.00013010107771696468, | |
0.00012317605332795402, | |
7.306145765398823e-05, | |
4.441871788414744e-05, | |
4.0740212889688645e-05, | |
2.336035194443585e-05 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 99.46902654867259, | |
"precision": 99.6133009527368, | |
"recall": 99.80952380952381, | |
"f1": 99.71001700267568 | |
}, | |
"selection": { | |
"precision": 1.1115235608236633, | |
"recall": 2.3076923076923075, | |
"f1": 1.4992421362537693, | |
"jaccard": 0.756083538664073 | |
} | |
} | |
} |