{ | |
"significant_genes": { | |
"Variable": [ | |
"COPS3", | |
"PTRH2", | |
"BET1", | |
"TTC21B", | |
"NSD1", | |
"INTS9", | |
"TCEAL8", | |
"KAZALD1", | |
"TP53I3", | |
"TMC4", | |
"AP3B1", | |
"GBA1LP", | |
"S100A9", | |
"LSM1", | |
"SUPT16H", | |
"TGFB2", | |
"DDX11L9", | |
"PRKAG3", | |
"IRF1", | |
"PKP1", | |
"PHTF2", | |
"LAMA3", | |
"IL17REL", | |
"CHM", | |
"PSG8", | |
"SYT12", | |
"RAB11FIP4", | |
"RHOA", | |
"GSTO1", | |
"FASTKD1", | |
"SLC46A1", | |
"CLIP4", | |
"WHAMMP2", | |
"PAIP2B", | |
"LIPA", | |
"DKK3", | |
"SELENOW", | |
"NEO1", | |
"CARD17P", | |
"SNORD36A", | |
"TRAPPC12", | |
"WRAP73", | |
"SNAR-I", | |
"HFE", | |
"SPX", | |
"ISG20", | |
"INKA2", | |
"GPC2", | |
"RAB21", | |
"HOXA9", | |
"LZTS2", | |
"RARRES1", | |
"C19orf53", | |
"HSD17B11", | |
"APOBEC3B", | |
"ARSI", | |
"GCLC", | |
"LRRD1", | |
"ANKZF1", | |
"POLRMT", | |
"ANK1", | |
"PRAMEF15", | |
"MBD3", | |
"MRTO4", | |
"FAM177A1", | |
"TMCC2", | |
"PDSS2", | |
"OTULIN", | |
"GEMIN4", | |
"SPHK1", | |
"TTC23", | |
"SDF2L1", | |
"PSCA", | |
"TREM1", | |
"IFIH1", | |
"RINT1", | |
"FABP4", | |
"FOSB", | |
"GNG5", | |
"CYREN", | |
"DENND6A", | |
"ARID3A", | |
"RPL14", | |
"GLI2", | |
"CSKMT", | |
"EIF5AL1", | |
"CCDC71L", | |
"GNL3", | |
"ZFAND2A", | |
"PTPN12", | |
"SLC7A6OS", | |
"ATXN7L1", | |
"ZNF816", | |
"TPTE2", | |
"ATP5F1C", | |
"LGALS3", | |
"ZNF33B", | |
"CHIT1", | |
"MARCHF9", | |
"SLC1A2", | |
"H4C4", | |
"GPAT2", | |
"NEDD9", | |
"PNRC2", | |
"C8orf82", | |
"PROK1", | |
"GSTA2", | |
"PROCR", | |
"ANGPT2", | |
"TUSC2", | |
"AHSP", | |
"SMPD2", | |
"CYP1B1" | |
], | |
"Coefficient": [ | |
-0.04397557510628948, | |
0.04297771155264687, | |
-0.03478870954579625, | |
0.0316877582799916, | |
0.03152329051472577, | |
-0.02162761885932284, | |
-0.020697158752052806, | |
0.02011773825295249, | |
-0.019381282014035633, | |
-0.019372243882049462, | |
0.01907403188554559, | |
0.016692770210511576, | |
0.015956091032829783, | |
0.015604151374715915, | |
0.014132328322564018, | |
-0.013137239058810916, | |
0.013115114211000103, | |
-0.012701736256106842, | |
0.011595822224028668, | |
0.011550424556380159, | |
-0.011451997138450583, | |
-0.01128572231191984, | |
0.010956768618644686, | |
-0.010598437388515817, | |
0.00978438786046629, | |
0.009449582065468726, | |
0.009039063014913503, | |
-0.008525510686668906, | |
0.008223499820155241, | |
-0.007917944549178749, | |
-0.0077341478249278684, | |
0.007496628615758968, | |
0.007489661375768873, | |
0.00743820623548327, | |
0.0073313331679137885, | |
-0.006900304268734978, | |
0.006841623372843261, | |
-0.006464036132644453, | |
0.0061837754243640715, | |
-0.005667111332601735, | |
-0.005538425327567472, | |
-0.005222503155791923, | |
-0.004988968202538745, | |
0.004984938608416496, | |
-0.004851951062246905, | |
0.004736723391537845, | |
-0.004588382083158681, | |
0.0045300133896321116, | |
0.004513067377011166, | |
-0.004466704140684276, | |
-0.004459062511798753, | |
0.004442887353212917, | |
0.004434474972078002, | |
0.004427434741895581, | |
0.004334396011157265, | |
0.004324948797749343, | |
-0.004235752823978813, | |
0.0040745366030170375, | |
-0.003682687992863676, | |
-0.0036687475132147524, | |
0.0036606019405966, | |
0.003556267280110392, | |
-0.0035083194974683176, | |
0.0033276594664047848, | |
0.0032727194547839534, | |
0.00320646508332345, | |
-0.0031739091499899744, | |
-0.003134581974607988, | |
-0.003020296563494289, | |
-0.002716770506910146, | |
0.0025915093600347404, | |
0.0025853088580092324, | |
-0.002581305796150576, | |
0.0024797201009452686, | |
0.0024494081663023366, | |
-0.002411585432456176, | |
0.002396997549849635, | |
-0.002190667067765521, | |
0.0019228607754572398, | |
-0.0018386178252651796, | |
0.0017622574183798981, | |
-0.0017041232962753119, | |
0.0016983670732341437, | |
-0.0016564622051084867, | |
0.0016292563957321015, | |
-0.0015712730845986453, | |
0.0015630018834834898, | |
-0.0013969214115650001, | |
0.001159514095093085, | |
0.001152535824095723, | |
0.0011429245645129074, | |
0.0010979806101197786, | |
0.001004186667981985, | |
-0.0009965825280911175, | |
-0.0008308361010963084, | |
-0.000820311550893026, | |
-0.0007981768056526457, | |
-0.0007386559075077268, | |
-0.00073477671586546, | |
0.0006885774205044161, | |
0.0006677746831437003, | |
-0.0006332311030103183, | |
-0.0005997076547283038, | |
0.0005495264894536904, | |
-0.00048239624648755623, | |
-0.0003892171250411371, | |
-0.00036451266875680405, | |
0.00033617496128133894, | |
0.0003103922350727478, | |
0.00026075477006256745, | |
0.00016530434335919778, | |
-5.699891345666426e-05, | |
4.2527661357060345e-05 | |
], | |
"Absolute Coefficient": [ | |
0.04397557510628948, | |
0.04297771155264687, | |
0.03478870954579625, | |
0.0316877582799916, | |
0.03152329051472577, | |
0.02162761885932284, | |
0.020697158752052806, | |
0.02011773825295249, | |
0.019381282014035633, | |
0.019372243882049462, | |
0.01907403188554559, | |
0.016692770210511576, | |
0.015956091032829783, | |
0.015604151374715915, | |
0.014132328322564018, | |
0.013137239058810916, | |
0.013115114211000103, | |
0.012701736256106842, | |
0.011595822224028668, | |
0.011550424556380159, | |
0.011451997138450583, | |
0.01128572231191984, | |
0.010956768618644686, | |
0.010598437388515817, | |
0.00978438786046629, | |
0.009449582065468726, | |
0.009039063014913503, | |
0.008525510686668906, | |
0.008223499820155241, | |
0.007917944549178749, | |
0.0077341478249278684, | |
0.007496628615758968, | |
0.007489661375768873, | |
0.00743820623548327, | |
0.0073313331679137885, | |
0.006900304268734978, | |
0.006841623372843261, | |
0.006464036132644453, | |
0.0061837754243640715, | |
0.005667111332601735, | |
0.005538425327567472, | |
0.005222503155791923, | |
0.004988968202538745, | |
0.004984938608416496, | |
0.004851951062246905, | |
0.004736723391537845, | |
0.004588382083158681, | |
0.0045300133896321116, | |
0.004513067377011166, | |
0.004466704140684276, | |
0.004459062511798753, | |
0.004442887353212917, | |
0.004434474972078002, | |
0.004427434741895581, | |
0.004334396011157265, | |
0.004324948797749343, | |
0.004235752823978813, | |
0.0040745366030170375, | |
0.003682687992863676, | |
0.0036687475132147524, | |
0.0036606019405966, | |
0.003556267280110392, | |
0.0035083194974683176, | |
0.0033276594664047848, | |
0.0032727194547839534, | |
0.00320646508332345, | |
0.0031739091499899744, | |
0.003134581974607988, | |
0.003020296563494289, | |
0.002716770506910146, | |
0.0025915093600347404, | |
0.0025853088580092324, | |
0.002581305796150576, | |
0.0024797201009452686, | |
0.0024494081663023366, | |
0.002411585432456176, | |
0.002396997549849635, | |
0.002190667067765521, | |
0.0019228607754572398, | |
0.0018386178252651796, | |
0.0017622574183798981, | |
0.0017041232962753119, | |
0.0016983670732341437, | |
0.0016564622051084867, | |
0.0016292563957321015, | |
0.0015712730845986453, | |
0.0015630018834834898, | |
0.0013969214115650001, | |
0.001159514095093085, | |
0.001152535824095723, | |
0.0011429245645129074, | |
0.0010979806101197786, | |
0.001004186667981985, | |
0.0009965825280911175, | |
0.0008308361010963084, | |
0.000820311550893026, | |
0.0007981768056526457, | |
0.0007386559075077268, | |
0.00073477671586546, | |
0.0006885774205044161, | |
0.0006677746831437003, | |
0.0006332311030103183, | |
0.0005997076547283038, | |
0.0005495264894536904, | |
0.00048239624648755623, | |
0.0003892171250411371, | |
0.00036451266875680405, | |
0.00033617496128133894, | |
0.0003103922350727478, | |
0.00026075477006256745, | |
0.00016530434335919778, | |
5.699891345666426e-05, | |
4.2527661357060345e-05 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 95.55555555555554, | |
"precision": 0.0, | |
"recall": 0.0, | |
"f1": 0.0 | |
}, | |
"selection": { | |
"precision": 6.36437334623772, | |
"recall": 1.7857142857142854, | |
"f1": 2.78658804174956, | |
"jaccard": 1.414167736909103 | |
} | |
} | |
} |