{ | |
"significant_genes": { | |
"Variable": [ | |
"H3-4", | |
"RPLP1", | |
"SUPT7L", | |
"GAGE10", | |
"MEPCE", | |
"FTH1", | |
"EIF3C", | |
"SLC35B1", | |
"TAFA5", | |
"SMN1", | |
"NFRKB", | |
"PPP1CB", | |
"RPS6", | |
"PRMT8", | |
"ETFA", | |
"TNS2", | |
"TAF15", | |
"CXCL12", | |
"MICALL2", | |
"SPDYE3", | |
"ALDOA", | |
"TRAF3IP3", | |
"BIVM", | |
"ADAM15", | |
"SSX4B", | |
"VCP", | |
"TMEM126B", | |
"RPL29", | |
"PDK4", | |
"SNW1", | |
"ELMO1", | |
"DPP8", | |
"ALOX15", | |
"STBD1", | |
"VPS41", | |
"YY1", | |
"ARPC5", | |
"ZNF397", | |
"PCMTD1", | |
"PREB", | |
"RPS21", | |
"ZNF22", | |
"PABPC1", | |
"AHNAK", | |
"FNDC11", | |
"CTDNEP1", | |
"CERT1", | |
"RNPS1", | |
"ATXN7L1", | |
"ATF2", | |
"FOXS1", | |
"PSMB6", | |
"NSMCE1", | |
"HGSNAT", | |
"SF3B2", | |
"SLAIN2", | |
"JOSD2", | |
"HNRNPA0", | |
"ADRB2", | |
"MARK4", | |
"GLRX", | |
"TTYH3", | |
"DARS1", | |
"PGM2", | |
"NACA", | |
"CAPZB", | |
"CYTH4", | |
"PRR32", | |
"SMR3B", | |
"EIF4EBP2", | |
"UBE4B", | |
"CLDN7", | |
"TMSB4X", | |
"PLCE1", | |
"PLOD3", | |
"FBXO2", | |
"ZNF619", | |
"PIM1", | |
"CCDC9", | |
"LYRM9", | |
"KRT12", | |
"LMBR1L", | |
"CAND1", | |
"S100A6", | |
"FAM3D", | |
"RPL11", | |
"DDOST", | |
"SOX8", | |
"LZTS1", | |
"RHBDD3", | |
"MRPL36", | |
"UBE2L3", | |
"KLK9", | |
"GRIN2A", | |
"CRISPLD1", | |
"ZNF616", | |
"KANSL2", | |
"SMAGP", | |
"PCIF1", | |
"CHD4", | |
"ZFAND2B", | |
"ARID1B", | |
"ACSM5", | |
"PCGF3", | |
"RPA1", | |
"C1QBP", | |
"KAT2A", | |
"HEATR5A", | |
"SEC11A", | |
"BRPF3", | |
"GREM1", | |
"ADRA1D", | |
"ALPG", | |
"ITPRID2", | |
"BCAS2", | |
"DCTN2", | |
"YAE1", | |
"CASP2", | |
"WIPI1" | |
], | |
"Coefficient": [ | |
-0.09183236488239983, | |
0.05919059818309351, | |
-0.04961311273363571, | |
0.04305192098234038, | |
0.03470502818198544, | |
0.03129221262908667, | |
-0.015026641936230729, | |
0.01431295306801015, | |
0.014252677488557523, | |
0.013425479361034285, | |
0.012964995578997643, | |
0.012717575601893814, | |
0.012531182221573485, | |
-0.012373630881692285, | |
0.012153416556562853, | |
0.0117917002826087, | |
0.011015496147740866, | |
0.010782218711359747, | |
0.010506296738196351, | |
-0.009759027640564542, | |
0.009337502505189969, | |
0.00853514190192511, | |
0.008524506058430598, | |
-0.008136904020569413, | |
0.007821565905763534, | |
0.0077219868897449315, | |
0.007305424634384082, | |
0.00723917768707823, | |
-0.006975211104475884, | |
0.006740481989248516, | |
-0.0067200512798057215, | |
0.006595343042136324, | |
0.006517603608140359, | |
0.006505697768715434, | |
0.006451986013285167, | |
0.006306324933438301, | |
-0.006299347701721941, | |
-0.006254883410125465, | |
-0.0061470416768662625, | |
0.005684875638381705, | |
0.005541231347910924, | |
0.0052846129008515, | |
0.005182151500454886, | |
0.005177026058943494, | |
0.004939687451693165, | |
0.004547858812974617, | |
0.004534475792929021, | |
0.004516390633092336, | |
0.004481237208274708, | |
0.0043998900296051725, | |
0.0043405448087841855, | |
-0.004329612592323908, | |
-0.004287071606007344, | |
0.004252274695427391, | |
0.004244987877923035, | |
0.004181236639089814, | |
0.003862815229521291, | |
0.003798019945004001, | |
0.0036009578235683412, | |
0.0035871674343545845, | |
-0.003577084297081264, | |
0.003505069473989119, | |
-0.0033806235747260156, | |
0.0032345684269657446, | |
0.0032322350298248223, | |
0.0032106312169390677, | |
0.0031877027336665972, | |
-0.003089801434464551, | |
0.0030630027294742614, | |
0.002943113414207362, | |
0.0029289119131374374, | |
0.002880270651895547, | |
0.0028568184109155578, | |
0.0027635413032349723, | |
-0.002757485809358896, | |
0.0025063512307084593, | |
0.0024943230793034923, | |
0.0024614427007479444, | |
0.002409928810175695, | |
0.002400383687199459, | |
0.0023590220128249595, | |
0.002288887999996334, | |
0.0021909072299513897, | |
0.002177085947208072, | |
-0.0020838617791309553, | |
0.0019857573781214936, | |
0.0018099208577842725, | |
0.0017941352669319554, | |
0.0017412749720696042, | |
-0.0016737602177390753, | |
0.0016465165608594442, | |
-0.001625554835942562, | |
-0.0014986685995293726, | |
0.001435630920543479, | |
-0.0014179230045288905, | |
-0.0013854912595435893, | |
-0.0011982806375680137, | |
0.0011555562960015502, | |
0.0011249153276040847, | |
0.0009753651853671609, | |
0.0008395533534372253, | |
0.0008363330307195882, | |
-0.0007761950513251076, | |
0.0007109424040990155, | |
0.0006736941206725385, | |
0.0006497683007898818, | |
0.0005648125872450793, | |
0.0005277316236633789, | |
0.00044205434239782954, | |
-0.0004144614520090719, | |
0.00030595626774705567, | |
0.00028559756828231927, | |
-0.0002799094678458146, | |
0.0002584701551997952, | |
0.00023295100423307804, | |
-0.00020549131649195442, | |
0.0001542716918369602, | |
2.1158499609682438e-05, | |
6.838067437688377e-06 | |
], | |
"Absolute Coefficient": [ | |
0.09183236488239983, | |
0.05919059818309351, | |
0.04961311273363571, | |
0.04305192098234038, | |
0.03470502818198544, | |
0.03129221262908667, | |
0.015026641936230729, | |
0.01431295306801015, | |
0.014252677488557523, | |
0.013425479361034285, | |
0.012964995578997643, | |
0.012717575601893814, | |
0.012531182221573485, | |
0.012373630881692285, | |
0.012153416556562853, | |
0.0117917002826087, | |
0.011015496147740866, | |
0.010782218711359747, | |
0.010506296738196351, | |
0.009759027640564542, | |
0.009337502505189969, | |
0.00853514190192511, | |
0.008524506058430598, | |
0.008136904020569413, | |
0.007821565905763534, | |
0.0077219868897449315, | |
0.007305424634384082, | |
0.00723917768707823, | |
0.006975211104475884, | |
0.006740481989248516, | |
0.0067200512798057215, | |
0.006595343042136324, | |
0.006517603608140359, | |
0.006505697768715434, | |
0.006451986013285167, | |
0.006306324933438301, | |
0.006299347701721941, | |
0.006254883410125465, | |
0.0061470416768662625, | |
0.005684875638381705, | |
0.005541231347910924, | |
0.0052846129008515, | |
0.005182151500454886, | |
0.005177026058943494, | |
0.004939687451693165, | |
0.004547858812974617, | |
0.004534475792929021, | |
0.004516390633092336, | |
0.004481237208274708, | |
0.0043998900296051725, | |
0.0043405448087841855, | |
0.004329612592323908, | |
0.004287071606007344, | |
0.004252274695427391, | |
0.004244987877923035, | |
0.004181236639089814, | |
0.003862815229521291, | |
0.003798019945004001, | |
0.0036009578235683412, | |
0.0035871674343545845, | |
0.003577084297081264, | |
0.003505069473989119, | |
0.0033806235747260156, | |
0.0032345684269657446, | |
0.0032322350298248223, | |
0.0032106312169390677, | |
0.0031877027336665972, | |
0.003089801434464551, | |
0.0030630027294742614, | |
0.002943113414207362, | |
0.0029289119131374374, | |
0.002880270651895547, | |
0.0028568184109155578, | |
0.0027635413032349723, | |
0.002757485809358896, | |
0.0025063512307084593, | |
0.0024943230793034923, | |
0.0024614427007479444, | |
0.002409928810175695, | |
0.002400383687199459, | |
0.0023590220128249595, | |
0.002288887999996334, | |
0.0021909072299513897, | |
0.002177085947208072, | |
0.0020838617791309553, | |
0.0019857573781214936, | |
0.0018099208577842725, | |
0.0017941352669319554, | |
0.0017412749720696042, | |
0.0016737602177390753, | |
0.0016465165608594442, | |
0.001625554835942562, | |
0.0014986685995293726, | |
0.001435630920543479, | |
0.0014179230045288905, | |
0.0013854912595435893, | |
0.0011982806375680137, | |
0.0011555562960015502, | |
0.0011249153276040847, | |
0.0009753651853671609, | |
0.0008395533534372253, | |
0.0008363330307195882, | |
0.0007761950513251076, | |
0.0007109424040990155, | |
0.0006736941206725385, | |
0.0006497683007898818, | |
0.0005648125872450793, | |
0.0005277316236633789, | |
0.00044205434239782954, | |
0.0004144614520090719, | |
0.00030595626774705567, | |
0.00028559756828231927, | |
0.0002799094678458146, | |
0.0002584701551997952, | |
0.00023295100423307804, | |
0.00020549131649195442, | |
0.0001542716918369602, | |
2.1158499609682438e-05, | |
6.838067437688377e-06 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 99.02439024390245, | |
"precision": 98.94444444444444, | |
"recall": 100.0, | |
"f1": 99.4651453021929 | |
}, | |
"selection": { | |
"precision": 2.7142107707213627, | |
"recall": 1.421319796954315, | |
"f1": 1.8651537861456096, | |
"jaccard": 0.9420370872088748 | |
} | |
} | |
} |