{ | |
"significant_genes": { | |
"Variable": [ | |
"COPS3", | |
"PTRH2", | |
"TTC21B", | |
"BET1", | |
"NSD1", | |
"TMC4", | |
"TP53I3", | |
"KAZALD1", | |
"AP3B1", | |
"INTS9", | |
"LSM1", | |
"SUPT16H", | |
"GBA1LP", | |
"IL17REL", | |
"PSG8", | |
"CHM", | |
"DDX11L9", | |
"S100A9", | |
"TCEAL8", | |
"PRKAG3", | |
"PAIP2B", | |
"PKP1", | |
"TGFB2", | |
"IRF1", | |
"RHOA", | |
"LAMA3", | |
"SYT12", | |
"DKK3", | |
"SLC46A1", | |
"CARD17P", | |
"FASTKD1", | |
"OTULIN", | |
"PHTF2", | |
"HOXA9", | |
"SNAR-I", | |
"WRAP73", | |
"NEO1", | |
"HSD17B11", | |
"SELENOW", | |
"SPHK1", | |
"SNORD36A", | |
"C19orf53", | |
"PSCA", | |
"ISG20", | |
"ARSI", | |
"GCLC", | |
"GPC2", | |
"WHAMMP2", | |
"RARRES1", | |
"CYP1B1", | |
"RAB11FIP4", | |
"GSTO1", | |
"IFIH1", | |
"TRAPPC12", | |
"CLIP4", | |
"LIPA", | |
"INKA2", | |
"CYREN", | |
"ANK1", | |
"GNG5", | |
"FAM177A1", | |
"TPTE2", | |
"CCDC106", | |
"LZTS2", | |
"POLRMT", | |
"MRTO4", | |
"APOBEC3B", | |
"SPX", | |
"LRRD1", | |
"ARID3A", | |
"TGM2", | |
"FOSB", | |
"HFE", | |
"SLC7A6OS", | |
"CCDC71L", | |
"URGCP", | |
"BNIP2", | |
"TMEM119", | |
"TMCC2", | |
"GEMIN4", | |
"MARCHF9", | |
"GGCX", | |
"RPUSD4", | |
"EIF5AL1", | |
"H4C4", | |
"RPL14", | |
"DARS1", | |
"CBLN3", | |
"MALSU1", | |
"GLI2", | |
"EGR1", | |
"TTC23", | |
"RAB21", | |
"PROK1", | |
"RINT1", | |
"SNAP29", | |
"ZNF33B", | |
"SDF2L1", | |
"SLC6A12", | |
"PTPN12", | |
"CSKMT", | |
"PRAMEF15", | |
"GSTA2", | |
"GPAT2", | |
"SLC1A2", | |
"RMDN1", | |
"TREM1", | |
"LHFPL2", | |
"CHIT1", | |
"SKA2", | |
"ETAA1" | |
], | |
"Coefficient": [ | |
-0.0521348811985606, | |
0.041922120639721526, | |
0.038553163790055286, | |
-0.035238491828575774, | |
0.024303851727983966, | |
-0.02217514906569269, | |
-0.021561402892718514, | |
0.02134453703626005, | |
0.02001676698616905, | |
-0.019719559111681963, | |
0.019335079319099138, | |
0.017002027160606753, | |
0.014432182785430528, | |
0.01434075883470413, | |
0.01306580187735164, | |
-0.012995160765374401, | |
0.012521651813877358, | |
0.01223563865970208, | |
-0.011665051439595918, | |
-0.010384639973097083, | |
0.010072162575228963, | |
0.010062929728563845, | |
-0.009865374056416935, | |
0.00974373822540136, | |
-0.00973065184664661, | |
-0.00946610652613783, | |
0.009126268333933001, | |
-0.007635952664613778, | |
-0.007466907618777289, | |
0.007075595062511051, | |
-0.007017840144430945, | |
-0.007014373572585902, | |
-0.007008181676000603, | |
-0.006730456696143808, | |
-0.006418226464559636, | |
-0.006306910010167016, | |
-0.00624586864923849, | |
0.005781890310701653, | |
0.005745075364241521, | |
-0.0056466492284293224, | |
-0.0055768451448814605, | |
0.00547136710751246, | |
-0.00546011739191166, | |
0.005403527183321299, | |
0.0053311665000617126, | |
-0.0052282075922432236, | |
0.005163202723226086, | |
0.005073559005137257, | |
0.004958787757298929, | |
0.004771429367613557, | |
0.004760619371103554, | |
0.004461709328129048, | |
0.004403884376034556, | |
-0.004207063841989592, | |
0.0041267017704546445, | |
0.004111322004487072, | |
-0.0038663335230563474, | |
-0.003836472340202392, | |
0.0035568707986104986, | |
0.003518505626032898, | |
0.0033624748105332233, | |
-0.003325591709444686, | |
-0.0033077045542457377, | |
-0.0033032115310429877, | |
-0.0032733141548476966, | |
0.003262421474362541, | |
0.003117861902332228, | |
-0.0030827289882377827, | |
0.0029221647384772894, | |
-0.0027355161735491762, | |
0.0027339235030057947, | |
-0.0027000758194052265, | |
0.0026758720533292084, | |
0.0026599283268075417, | |
0.0026458129250293005, | |
0.002640263041592056, | |
-0.002577885684539095, | |
0.002502976945501762, | |
0.0023954958182411078, | |
-0.002382315367104847, | |
-0.0022932988691358805, | |
0.0022298540436839908, | |
-0.0021231599417661316, | |
-0.002052803221071048, | |
0.0020048107363635987, | |
0.0018510897077086206, | |
-0.0018273905901232794, | |
-0.0017541187871851804, | |
0.0017399816805442202, | |
-0.0017023284708862756, | |
-0.0015551588420350281, | |
0.001450803184162816, | |
0.0013804106809888114, | |
-0.001232143373218676, | |
-0.0012035465228279803, | |
-0.00117660804010006, | |
-0.001104963907976014, | |
0.0011037995368536114, | |
0.0010699034166172575, | |
0.0009256252095837456, | |
0.000894945921523603, | |
0.0006182166356265889, | |
-0.0005978804280439517, | |
-0.0004756450578887199, | |
0.0004563436500126659, | |
0.00033692922025507527, | |
0.000303153996312846, | |
0.0002328859356745559, | |
-0.0001822951463751678, | |
0.00010372110426403198, | |
-2.0785272325300224e-05 | |
], | |
"Absolute Coefficient": [ | |
0.0521348811985606, | |
0.041922120639721526, | |
0.038553163790055286, | |
0.035238491828575774, | |
0.024303851727983966, | |
0.02217514906569269, | |
0.021561402892718514, | |
0.02134453703626005, | |
0.02001676698616905, | |
0.019719559111681963, | |
0.019335079319099138, | |
0.017002027160606753, | |
0.014432182785430528, | |
0.01434075883470413, | |
0.01306580187735164, | |
0.012995160765374401, | |
0.012521651813877358, | |
0.01223563865970208, | |
0.011665051439595918, | |
0.010384639973097083, | |
0.010072162575228963, | |
0.010062929728563845, | |
0.009865374056416935, | |
0.00974373822540136, | |
0.00973065184664661, | |
0.00946610652613783, | |
0.009126268333933001, | |
0.007635952664613778, | |
0.007466907618777289, | |
0.007075595062511051, | |
0.007017840144430945, | |
0.007014373572585902, | |
0.007008181676000603, | |
0.006730456696143808, | |
0.006418226464559636, | |
0.006306910010167016, | |
0.00624586864923849, | |
0.005781890310701653, | |
0.005745075364241521, | |
0.0056466492284293224, | |
0.0055768451448814605, | |
0.00547136710751246, | |
0.00546011739191166, | |
0.005403527183321299, | |
0.0053311665000617126, | |
0.0052282075922432236, | |
0.005163202723226086, | |
0.005073559005137257, | |
0.004958787757298929, | |
0.004771429367613557, | |
0.004760619371103554, | |
0.004461709328129048, | |
0.004403884376034556, | |
0.004207063841989592, | |
0.0041267017704546445, | |
0.004111322004487072, | |
0.0038663335230563474, | |
0.003836472340202392, | |
0.0035568707986104986, | |
0.003518505626032898, | |
0.0033624748105332233, | |
0.003325591709444686, | |
0.0033077045542457377, | |
0.0033032115310429877, | |
0.0032733141548476966, | |
0.003262421474362541, | |
0.003117861902332228, | |
0.0030827289882377827, | |
0.0029221647384772894, | |
0.0027355161735491762, | |
0.0027339235030057947, | |
0.0027000758194052265, | |
0.0026758720533292084, | |
0.0026599283268075417, | |
0.0026458129250293005, | |
0.002640263041592056, | |
0.002577885684539095, | |
0.002502976945501762, | |
0.0023954958182411078, | |
0.002382315367104847, | |
0.0022932988691358805, | |
0.0022298540436839908, | |
0.0021231599417661316, | |
0.002052803221071048, | |
0.0020048107363635987, | |
0.0018510897077086206, | |
0.0018273905901232794, | |
0.0017541187871851804, | |
0.0017399816805442202, | |
0.0017023284708862756, | |
0.0015551588420350281, | |
0.001450803184162816, | |
0.0013804106809888114, | |
0.001232143373218676, | |
0.0012035465228279803, | |
0.00117660804010006, | |
0.001104963907976014, | |
0.0011037995368536114, | |
0.0010699034166172575, | |
0.0009256252095837456, | |
0.000894945921523603, | |
0.0006182166356265889, | |
0.0005978804280439517, | |
0.0004756450578887199, | |
0.0004563436500126659, | |
0.00033692922025507527, | |
0.000303153996312846, | |
0.0002328859356745559, | |
0.0001822951463751678, | |
0.00010372110426403198, | |
2.0785272325300224e-05 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 95.55555555555554, | |
"precision": 0.0, | |
"recall": 0.0, | |
"f1": 0.0 | |
}, | |
"selection": { | |
"precision": 7.08558352402746, | |
"recall": 1.9047619047619044, | |
"f1": 2.9993303981562405, | |
"jaccard": 1.52389283068938 | |
} | |
} | |
} |