{ | |
"significant_genes": { | |
"Variable": [ | |
"COPS3", | |
"PTRH2", | |
"BET1", | |
"TTC21B", | |
"NSD1", | |
"INTS9", | |
"TMC4", | |
"AP3B1", | |
"KAZALD1", | |
"TP53I3", | |
"TCEAL8", | |
"SUPT16H", | |
"LSM1", | |
"GBA1LP", | |
"S100A9", | |
"CHM", | |
"PRKAG3", | |
"DDX11L9", | |
"PSG8", | |
"IL17REL", | |
"PKP1", | |
"PAIP2B", | |
"PHTF2", | |
"SYT12", | |
"IRF1", | |
"RHOA", | |
"LAMA3", | |
"DKK3", | |
"SLC46A1", | |
"FASTKD1", | |
"TGFB2", | |
"CARD17P", | |
"WHAMMP2", | |
"NEO1", | |
"RAB11FIP4", | |
"GSTO1", | |
"HOXA9", | |
"C19orf53", | |
"SNAR-I", | |
"OTULIN", | |
"LIPA", | |
"POLRMT", | |
"SPX", | |
"SNORD36A", | |
"SELENOW", | |
"ISG20", | |
"CLIP4", | |
"WRAP73", | |
"TRAPPC12", | |
"RPL14", | |
"HSD17B11", | |
"RAB21", | |
"INKA2", | |
"SPHK1", | |
"FAM177A1", | |
"GPC2", | |
"RARRES1", | |
"IFIH1", | |
"GSTA2", | |
"PSCA", | |
"TMCC2", | |
"MRTO4", | |
"GNL3", | |
"GCLC", | |
"MBD3", | |
"MARCHF9", | |
"HFE", | |
"ARSI", | |
"ANK1", | |
"CYREN", | |
"TTC23", | |
"APOBEC3B", | |
"LRRD1", | |
"PDSS2", | |
"FABP4", | |
"LZTS2", | |
"SLC1A2", | |
"TREM1", | |
"CYP1B1", | |
"PTPN12", | |
"ZNF33B", | |
"ARID3A", | |
"HS6ST1", | |
"CSKMT", | |
"FOSB", | |
"GEMIN4", | |
"DARS1", | |
"FAAH2", | |
"SLC7A6OS", | |
"NEDD9", | |
"SDF2L1", | |
"PRAMEF15", | |
"LGALS3", | |
"EGR1", | |
"GPAT2", | |
"ANKZF1", | |
"TUSC2", | |
"CCDC71L", | |
"PROK1", | |
"H1-10", | |
"H4C4", | |
"ANGPT2", | |
"GNG5", | |
"RINT1", | |
"GLI2", | |
"CLTCL1", | |
"TPTE2", | |
"ZFAND2A", | |
"URGCP" | |
], | |
"Coefficient": [ | |
-0.048645285253794045, | |
0.04526200018915324, | |
-0.03576995205808279, | |
0.033131831284348635, | |
0.03035460492132835, | |
-0.021549741853560577, | |
-0.019825441757300662, | |
0.01967044286911591, | |
0.01921164130996568, | |
-0.018779852490476426, | |
-0.01820629180503965, | |
0.017612286284264422, | |
0.017484569016338162, | |
0.017124075079665048, | |
0.014977099095835809, | |
-0.014156534160844485, | |
-0.013097797002939823, | |
0.01280348758104153, | |
0.012199703331837996, | |
0.011763687095200535, | |
0.01162719859219013, | |
0.009957345608762708, | |
-0.0096735788940468, | |
0.009638970749953985, | |
0.00949889273106706, | |
-0.009418568284151317, | |
-0.009267763282536133, | |
-0.008812564847949188, | |
-0.008479570638606042, | |
-0.008411924730000991, | |
-0.008289582750814152, | |
0.007667736124594144, | |
0.00762731101509025, | |
-0.006962433318108638, | |
0.006774007081594065, | |
0.006713822166377615, | |
-0.006546321888827728, | |
0.005969938875757843, | |
-0.00585159131694821, | |
-0.00568390150102538, | |
0.0055720035128403, | |
-0.005504691330770625, | |
-0.00541999531849127, | |
-0.005309379765781519, | |
0.005247945704051422, | |
0.0048981378137379775, | |
0.004800361023337465, | |
-0.004743402329735199, | |
-0.004684665753437023, | |
0.004660265961582799, | |
0.0045703987825961925, | |
0.004272870445150164, | |
-0.003909991635044463, | |
-0.003845649907140942, | |
0.0037702595464747437, | |
0.003709089859104585, | |
0.0036704649869132187, | |
0.0035267860072502764, | |
-0.003503457034634752, | |
-0.00347663814636786, | |
0.0034536063551658907, | |
0.0032992060336121606, | |
-0.003103555722992624, | |
-0.0029141566089206706, | |
-0.002730570426907567, | |
-0.0025940455532409523, | |
0.00257257630072598, | |
0.0025482309652401424, | |
0.0025311055540066765, | |
-0.0025094634165458082, | |
0.0024348055462732263, | |
0.002365465430663715, | |
0.0022874248807474196, | |
-0.002283489090749561, | |
0.002238937564103296, | |
-0.002204992800875464, | |
0.002156966545209102, | |
0.0021369692059291547, | |
0.002115707973988452, | |
0.0021038633547588834, | |
-0.001992949278820482, | |
-0.0019186826039879984, | |
-0.00190976094980963, | |
0.0018553116471505717, | |
-0.0018080172174798962, | |
-0.0016949194702456534, | |
-0.0013976080924446477, | |
0.0013900951203091314, | |
0.0013409492550299205, | |
-0.0013375919617989711, | |
0.001274077555148945, | |
0.0012256294029096247, | |
-0.0011202557237539185, | |
-0.00107797894500592, | |
-0.0009491687994025456, | |
-0.0009337021245529737, | |
0.0009007914820680086, | |
0.0008272157983534087, | |
-0.0006637347794406873, | |
0.0006303956540630806, | |
0.0006288106725206413, | |
0.0006254453207845654, | |
0.0005617303231905555, | |
-0.0005295295869886503, | |
-0.0005042914741350652, | |
0.0002080093072762204, | |
-9.983002140529335e-05, | |
5.0231010893109284e-05, | |
1.1534511688296218e-05 | |
], | |
"Absolute Coefficient": [ | |
0.048645285253794045, | |
0.04526200018915324, | |
0.03576995205808279, | |
0.033131831284348635, | |
0.03035460492132835, | |
0.021549741853560577, | |
0.019825441757300662, | |
0.01967044286911591, | |
0.01921164130996568, | |
0.018779852490476426, | |
0.01820629180503965, | |
0.017612286284264422, | |
0.017484569016338162, | |
0.017124075079665048, | |
0.014977099095835809, | |
0.014156534160844485, | |
0.013097797002939823, | |
0.01280348758104153, | |
0.012199703331837996, | |
0.011763687095200535, | |
0.01162719859219013, | |
0.009957345608762708, | |
0.0096735788940468, | |
0.009638970749953985, | |
0.00949889273106706, | |
0.009418568284151317, | |
0.009267763282536133, | |
0.008812564847949188, | |
0.008479570638606042, | |
0.008411924730000991, | |
0.008289582750814152, | |
0.007667736124594144, | |
0.00762731101509025, | |
0.006962433318108638, | |
0.006774007081594065, | |
0.006713822166377615, | |
0.006546321888827728, | |
0.005969938875757843, | |
0.00585159131694821, | |
0.00568390150102538, | |
0.0055720035128403, | |
0.005504691330770625, | |
0.00541999531849127, | |
0.005309379765781519, | |
0.005247945704051422, | |
0.0048981378137379775, | |
0.004800361023337465, | |
0.004743402329735199, | |
0.004684665753437023, | |
0.004660265961582799, | |
0.0045703987825961925, | |
0.004272870445150164, | |
0.003909991635044463, | |
0.003845649907140942, | |
0.0037702595464747437, | |
0.003709089859104585, | |
0.0036704649869132187, | |
0.0035267860072502764, | |
0.003503457034634752, | |
0.00347663814636786, | |
0.0034536063551658907, | |
0.0032992060336121606, | |
0.003103555722992624, | |
0.0029141566089206706, | |
0.002730570426907567, | |
0.0025940455532409523, | |
0.00257257630072598, | |
0.0025482309652401424, | |
0.0025311055540066765, | |
0.0025094634165458082, | |
0.0024348055462732263, | |
0.002365465430663715, | |
0.0022874248807474196, | |
0.002283489090749561, | |
0.002238937564103296, | |
0.002204992800875464, | |
0.002156966545209102, | |
0.0021369692059291547, | |
0.002115707973988452, | |
0.0021038633547588834, | |
0.001992949278820482, | |
0.0019186826039879984, | |
0.00190976094980963, | |
0.0018553116471505717, | |
0.0018080172174798962, | |
0.0016949194702456534, | |
0.0013976080924446477, | |
0.0013900951203091314, | |
0.0013409492550299205, | |
0.0013375919617989711, | |
0.001274077555148945, | |
0.0012256294029096247, | |
0.0011202557237539185, | |
0.00107797894500592, | |
0.0009491687994025456, | |
0.0009337021245529737, | |
0.0009007914820680086, | |
0.0008272157983534087, | |
0.0006637347794406873, | |
0.0006303956540630806, | |
0.0006288106725206413, | |
0.0006254453207845654, | |
0.0005617303231905555, | |
0.0005295295869886503, | |
0.0005042914741350652, | |
0.0002080093072762204, | |
9.983002140529335e-05, | |
5.0231010893109284e-05, | |
1.1534511688296218e-05 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 95.55555555555554, | |
"precision": 0.0, | |
"recall": 0.0, | |
"f1": 0.0 | |
}, | |
"selection": { | |
"precision": 6.431016837666453, | |
"recall": 1.7857142857142854, | |
"f1": 2.7925430620266223, | |
"jaccard": 1.4172186370537956 | |
} | |
} | |
} |