{ | |
"significant_genes": { | |
"Variable": [ | |
"COPS3", | |
"PTRH2", | |
"BET1", | |
"TTC21B", | |
"NSD1", | |
"INTS9", | |
"KAZALD1", | |
"AP3B1", | |
"TMC4", | |
"TP53I3", | |
"LSM1", | |
"TCEAL8", | |
"SUPT16H", | |
"GBA1LP", | |
"S100A9", | |
"DDX11L9", | |
"CHM", | |
"PRKAG3", | |
"PSG8", | |
"PKP1", | |
"PHTF2", | |
"PAIP2B", | |
"IL17REL", | |
"LAMA3", | |
"SYT12", | |
"DKK3", | |
"FASTKD1", | |
"RHOA", | |
"TGFB2", | |
"SNAR-I", | |
"WHAMMP2", | |
"IRF1", | |
"SLC46A1", | |
"LIPA", | |
"CARD17P", | |
"RAB11FIP4", | |
"SELENOW", | |
"POLRMT", | |
"GSTO1", | |
"NEO1", | |
"SPX", | |
"OTULIN", | |
"CLIP4", | |
"HSD17B11", | |
"SPHK1", | |
"C19orf53", | |
"SNORD36A", | |
"INKA2", | |
"IFIH1", | |
"TMCC2", | |
"HOXA9", | |
"TRAPPC12", | |
"ISG20", | |
"PDSS2", | |
"FAM177A1", | |
"MRTO4", | |
"GCLC", | |
"MARCHF9", | |
"LRRD1", | |
"CYREN", | |
"WRAP73", | |
"RPL14", | |
"H4C4", | |
"LZTS2", | |
"TREM1", | |
"RAB21", | |
"GEMIN4", | |
"GSTA2", | |
"GLI2", | |
"PSCA", | |
"ZNF33B", | |
"GPC2", | |
"HFE", | |
"MBD3", | |
"GNL3", | |
"GNG5", | |
"APOBEC3B", | |
"ARSI", | |
"H1-10", | |
"CSKMT", | |
"TTC23", | |
"FABP4", | |
"SLC1A2", | |
"ANK1", | |
"SLC7A6OS", | |
"ARID3A", | |
"LGALS3", | |
"NEDD9", | |
"PRAMEF15", | |
"CYP1B1", | |
"ZFAND2A", | |
"RARRES1", | |
"PROK1", | |
"PNRC2", | |
"LHFPL2", | |
"PTPN12", | |
"RINT1", | |
"ANKZF1", | |
"ATXN7L1", | |
"FOSB", | |
"TPTE2", | |
"FAAH2", | |
"TUSC2", | |
"DENND6A", | |
"CCDC71L", | |
"RMDN1", | |
"TMEM119", | |
"SDF2L1", | |
"HS6ST1", | |
"SLC6A12" | |
], | |
"Coefficient": [ | |
-0.04775704164369101, | |
0.044090021761625325, | |
-0.03507406310459715, | |
0.03273639873332245, | |
0.030137807453202135, | |
-0.02118296261658563, | |
0.020071911073140474, | |
0.0197930235788203, | |
-0.01975509698957833, | |
-0.019139089782976203, | |
0.018205366477934422, | |
-0.01791363982182675, | |
0.01786866998162228, | |
0.017821013150543328, | |
0.014773316849363293, | |
0.013659285648896511, | |
-0.012295236832926106, | |
-0.012169864540828216, | |
0.011797077162871091, | |
0.010802749860278002, | |
-0.01067548728657969, | |
0.010327384496895244, | |
0.01020609823937268, | |
-0.009650402310462856, | |
0.009437145667876946, | |
-0.009313318296640224, | |
-0.009201328633256166, | |
-0.008976675325094984, | |
-0.008695011370436953, | |
-0.008284209499427014, | |
0.0081171616737928, | |
0.00805756035937071, | |
-0.0077215578203786005, | |
0.0070777329539009936, | |
0.006995730531890058, | |
0.006263820058795312, | |
0.006189915307153507, | |
-0.006006719079164175, | |
0.005968248054611544, | |
-0.0059600608005312, | |
-0.005951178754707868, | |
-0.005605359601915958, | |
0.005524923836216832, | |
0.005469819946196322, | |
-0.005451154274663864, | |
0.005170652033138973, | |
-0.005094549422076878, | |
-0.005012712454207393, | |
0.004976043147988725, | |
0.004907938598376498, | |
-0.004625529070236666, | |
-0.004361919313333705, | |
0.004137916818738204, | |
-0.003930103848372858, | |
0.003896610117236127, | |
0.00383139300425077, | |
-0.003750282303498373, | |
-0.003581852168716489, | |
0.0034948900170152964, | |
-0.003477156494694101, | |
-0.0033940262628479093, | |
0.003275122097703792, | |
0.0031343626672899957, | |
-0.003002369193524954, | |
0.002991626936675952, | |
0.0029703958323603406, | |
-0.002760278255197868, | |
-0.0026651532762923297, | |
-0.0026421231362400684, | |
-0.002615226430133139, | |
-0.002556579911543009, | |
0.0025329665266052427, | |
0.002474302418091008, | |
-0.002470296389499518, | |
-0.0023516154515393177, | |
0.002151032833100755, | |
0.0021368001868675374, | |
0.0019968755479598693, | |
0.0019450311527462265, | |
0.0019224875531060278, | |
0.0016499110002117531, | |
0.0016045830422935531, | |
0.00159330388684995, | |
0.0015587858283173915, | |
0.001519847743175759, | |
-0.0014577144175970463, | |
-0.0014439764303852437, | |
-0.001428687008135532, | |
0.0013807173899937446, | |
0.001344451418964535, | |
0.0013049178446547472, | |
0.0012433051181898918, | |
-0.0012143993188156745, | |
0.0011201211460955996, | |
0.0010947732064334951, | |
0.000907414711111699, | |
-0.0008357672831159279, | |
-0.0007513315885194744, | |
0.0007140104608091968, | |
-0.0006534066513207408, | |
-0.0006426940421535539, | |
0.0005658134977078835, | |
0.00031911849032952944, | |
0.0003019772258934057, | |
0.00027163965408124355, | |
0.00022103368375300602, | |
0.0001419046481834995, | |
0.0001209506610199753, | |
-9.231577729156145e-05, | |
4.572935495537335e-05 | |
], | |
"Absolute Coefficient": [ | |
0.04775704164369101, | |
0.044090021761625325, | |
0.03507406310459715, | |
0.03273639873332245, | |
0.030137807453202135, | |
0.02118296261658563, | |
0.020071911073140474, | |
0.0197930235788203, | |
0.01975509698957833, | |
0.019139089782976203, | |
0.018205366477934422, | |
0.01791363982182675, | |
0.01786866998162228, | |
0.017821013150543328, | |
0.014773316849363293, | |
0.013659285648896511, | |
0.012295236832926106, | |
0.012169864540828216, | |
0.011797077162871091, | |
0.010802749860278002, | |
0.01067548728657969, | |
0.010327384496895244, | |
0.01020609823937268, | |
0.009650402310462856, | |
0.009437145667876946, | |
0.009313318296640224, | |
0.009201328633256166, | |
0.008976675325094984, | |
0.008695011370436953, | |
0.008284209499427014, | |
0.0081171616737928, | |
0.00805756035937071, | |
0.0077215578203786005, | |
0.0070777329539009936, | |
0.006995730531890058, | |
0.006263820058795312, | |
0.006189915307153507, | |
0.006006719079164175, | |
0.005968248054611544, | |
0.0059600608005312, | |
0.005951178754707868, | |
0.005605359601915958, | |
0.005524923836216832, | |
0.005469819946196322, | |
0.005451154274663864, | |
0.005170652033138973, | |
0.005094549422076878, | |
0.005012712454207393, | |
0.004976043147988725, | |
0.004907938598376498, | |
0.004625529070236666, | |
0.004361919313333705, | |
0.004137916818738204, | |
0.003930103848372858, | |
0.003896610117236127, | |
0.00383139300425077, | |
0.003750282303498373, | |
0.003581852168716489, | |
0.0034948900170152964, | |
0.003477156494694101, | |
0.0033940262628479093, | |
0.003275122097703792, | |
0.0031343626672899957, | |
0.003002369193524954, | |
0.002991626936675952, | |
0.0029703958323603406, | |
0.002760278255197868, | |
0.0026651532762923297, | |
0.0026421231362400684, | |
0.002615226430133139, | |
0.002556579911543009, | |
0.0025329665266052427, | |
0.002474302418091008, | |
0.002470296389499518, | |
0.0023516154515393177, | |
0.002151032833100755, | |
0.0021368001868675374, | |
0.0019968755479598693, | |
0.0019450311527462265, | |
0.0019224875531060278, | |
0.0016499110002117531, | |
0.0016045830422935531, | |
0.00159330388684995, | |
0.0015587858283173915, | |
0.001519847743175759, | |
0.0014577144175970463, | |
0.0014439764303852437, | |
0.001428687008135532, | |
0.0013807173899937446, | |
0.001344451418964535, | |
0.0013049178446547472, | |
0.0012433051181898918, | |
0.0012143993188156745, | |
0.0011201211460955996, | |
0.0010947732064334951, | |
0.000907414711111699, | |
0.0008357672831159279, | |
0.0007513315885194744, | |
0.0007140104608091968, | |
0.0006534066513207408, | |
0.0006426940421535539, | |
0.0005658134977078835, | |
0.00031911849032952944, | |
0.0003019772258934057, | |
0.00027163965408124355, | |
0.00022103368375300602, | |
0.0001419046481834995, | |
0.0001209506610199753, | |
9.231577729156145e-05, | |
4.572935495537335e-05 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 95.55555555555554, | |
"precision": 0.0, | |
"recall": 0.0, | |
"f1": 0.0 | |
}, | |
"selection": { | |
"precision": 6.113576466306708, | |
"recall": 1.607142857142857, | |
"f1": 2.5425289392207704, | |
"jaccard": 1.2882910970972488 | |
} | |
} | |
} |