{ | |
"significant_genes": { | |
"Variable": [ | |
"COPS3", | |
"PTRH2", | |
"BET1", | |
"TTC21B", | |
"NSD1", | |
"KAZALD1", | |
"INTS9", | |
"TMC4", | |
"AP3B1", | |
"LSM1", | |
"TCEAL8", | |
"TP53I3", | |
"GBA1LP", | |
"SUPT16H", | |
"PRKAG3", | |
"S100A9", | |
"DDX11L9", | |
"CHM", | |
"PSG8", | |
"IL17REL", | |
"TGFB2", | |
"PKP1", | |
"LAMA3", | |
"SYT12", | |
"PAIP2B", | |
"PHTF2", | |
"IRF1", | |
"FASTKD1", | |
"RHOA", | |
"SLC46A1", | |
"DKK3", | |
"WHAMMP2", | |
"CARD17P", | |
"HOXA9", | |
"NEO1", | |
"SNAR-I", | |
"TMCC2", | |
"WRAP73", | |
"SELENOW", | |
"GSTO1", | |
"SPX", | |
"OTULIN", | |
"RAB11FIP4", | |
"TRAPPC12", | |
"LIPA", | |
"HSD17B11", | |
"C19orf53", | |
"ISG20", | |
"POLRMT", | |
"CLIP4", | |
"SNORD36A", | |
"IFIH1", | |
"RPL14", | |
"PSCA", | |
"MRTO4", | |
"MARCHF9", | |
"GNL3", | |
"RAB21", | |
"GPC2", | |
"GCLC", | |
"SPHK1", | |
"RARRES1", | |
"HFE", | |
"ARSI", | |
"FAM177A1", | |
"MBD3", | |
"TTC23", | |
"GLI2", | |
"PDSS2", | |
"APOBEC3B", | |
"ZNF33B", | |
"CSKMT", | |
"TREM1", | |
"GSTA2", | |
"GEMIN4", | |
"INKA2", | |
"FABP4", | |
"SLC7A6OS", | |
"PRAMEF15", | |
"TUSC2", | |
"ANK1", | |
"CYREN", | |
"LZTS2", | |
"LRRD1", | |
"EGR1", | |
"FOSB", | |
"SLC1A2", | |
"ANKZF1", | |
"CYP1B1", | |
"HS6ST1", | |
"ARID3A", | |
"GNG5", | |
"ATXN7L1", | |
"SDF2L1", | |
"H1-10", | |
"DARS1", | |
"GPAT2", | |
"SIPA1L2", | |
"PTPN12", | |
"RINT1", | |
"H4C4", | |
"CCDC71L", | |
"ZFAND2A", | |
"LHFPL2", | |
"PROK1", | |
"NEDD9", | |
"FAAH2", | |
"EIF5AL1", | |
"URGCP", | |
"PNRC2" | |
], | |
"Coefficient": [ | |
-0.048184749420522824, | |
0.045559785389847444, | |
-0.0361621470475748, | |
0.03268810086563642, | |
0.03132002900470171, | |
0.020019234344943793, | |
-0.019886815813058772, | |
-0.019636601577159678, | |
0.01931703234017598, | |
0.018315213971874505, | |
-0.018187568908259188, | |
-0.01817705100955258, | |
0.017303047273897518, | |
0.01679281836158194, | |
-0.013629167250820978, | |
0.013530866794492757, | |
0.013102245901911178, | |
-0.01242893440677728, | |
0.01223153533257508, | |
0.011527378655550093, | |
-0.010984609156396935, | |
0.010950196462207013, | |
-0.010062837397886671, | |
0.009663131311655188, | |
0.009540288752760974, | |
-0.009109399616797175, | |
0.00910246714942411, | |
-0.008680136673471225, | |
-0.008394120905450131, | |
-0.00830796094664836, | |
-0.007688559257355968, | |
0.007367679589086241, | |
0.006859220010221827, | |
-0.0066514731956660725, | |
-0.006412870695873097, | |
-0.006168170882005429, | |
0.005938462216050084, | |
-0.00591932523456816, | |
0.005823697643874804, | |
0.0058231416349517106, | |
-0.005808052030308642, | |
-0.005584775108497998, | |
0.005555466640831268, | |
-0.005312455011611397, | |
0.005204384313177899, | |
0.005203887926635808, | |
0.0051604972553038414, | |
0.005029869311066818, | |
-0.0049232956267536146, | |
0.004858338194403921, | |
-0.0048582737583324626, | |
0.004557263598602262, | |
0.00433076202073758, | |
-0.00426717641044761, | |
0.003998317218777651, | |
-0.0038348705476175466, | |
-0.003472850412544795, | |
0.0034141523994990286, | |
0.0033637204441903904, | |
-0.0031177096320881797, | |
-0.0031134186739498818, | |
0.0030531527995760425, | |
0.002988344778319688, | |
0.002840977663883936, | |
0.0027689811315439, | |
-0.0027632302685497863, | |
0.0026319842753130887, | |
-0.002619997275799191, | |
-0.002607631399635471, | |
0.0025611290273511657, | |
-0.002528002663354472, | |
0.002433605389578172, | |
0.0024275861173508996, | |
-0.002337668039297356, | |
-0.0023138723598223297, | |
-0.002261011119212656, | |
0.002180220297021997, | |
0.002162025116902673, | |
0.0021248786842088512, | |
0.002092318042963345, | |
0.0020441910000387137, | |
-0.002041059964700784, | |
-0.002032820148665145, | |
0.001907923302852917, | |
-0.0018208068735785122, | |
-0.0017772316212781487, | |
0.001759567292384023, | |
-0.001699306830837999, | |
0.0014993416191682197, | |
-0.001451141351856245, | |
-0.001377749626138457, | |
0.0012776043997998641, | |
0.0012302924901496052, | |
0.0012041138256240567, | |
0.0012026318994102319, | |
-0.0010074675516625613, | |
-0.0007727708431839368, | |
0.0005575970749080738, | |
0.0005455664111456019, | |
-0.0005064352396533622, | |
0.0004960807890071316, | |
0.0004580510588187374, | |
0.00039949362647269496, | |
0.0003896586050894979, | |
-0.0003701638097682001, | |
-0.0003310058056506669, | |
0.00016429029457476789, | |
-9.931295168304127e-05, | |
2.3186861258881027e-05, | |
2.0964473641296547e-05 | |
], | |
"Absolute Coefficient": [ | |
0.048184749420522824, | |
0.045559785389847444, | |
0.0361621470475748, | |
0.03268810086563642, | |
0.03132002900470171, | |
0.020019234344943793, | |
0.019886815813058772, | |
0.019636601577159678, | |
0.01931703234017598, | |
0.018315213971874505, | |
0.018187568908259188, | |
0.01817705100955258, | |
0.017303047273897518, | |
0.01679281836158194, | |
0.013629167250820978, | |
0.013530866794492757, | |
0.013102245901911178, | |
0.01242893440677728, | |
0.01223153533257508, | |
0.011527378655550093, | |
0.010984609156396935, | |
0.010950196462207013, | |
0.010062837397886671, | |
0.009663131311655188, | |
0.009540288752760974, | |
0.009109399616797175, | |
0.00910246714942411, | |
0.008680136673471225, | |
0.008394120905450131, | |
0.00830796094664836, | |
0.007688559257355968, | |
0.007367679589086241, | |
0.006859220010221827, | |
0.0066514731956660725, | |
0.006412870695873097, | |
0.006168170882005429, | |
0.005938462216050084, | |
0.00591932523456816, | |
0.005823697643874804, | |
0.0058231416349517106, | |
0.005808052030308642, | |
0.005584775108497998, | |
0.005555466640831268, | |
0.005312455011611397, | |
0.005204384313177899, | |
0.005203887926635808, | |
0.0051604972553038414, | |
0.005029869311066818, | |
0.0049232956267536146, | |
0.004858338194403921, | |
0.0048582737583324626, | |
0.004557263598602262, | |
0.00433076202073758, | |
0.00426717641044761, | |
0.003998317218777651, | |
0.0038348705476175466, | |
0.003472850412544795, | |
0.0034141523994990286, | |
0.0033637204441903904, | |
0.0031177096320881797, | |
0.0031134186739498818, | |
0.0030531527995760425, | |
0.002988344778319688, | |
0.002840977663883936, | |
0.0027689811315439, | |
0.0027632302685497863, | |
0.0026319842753130887, | |
0.002619997275799191, | |
0.002607631399635471, | |
0.0025611290273511657, | |
0.002528002663354472, | |
0.002433605389578172, | |
0.0024275861173508996, | |
0.002337668039297356, | |
0.0023138723598223297, | |
0.002261011119212656, | |
0.002180220297021997, | |
0.002162025116902673, | |
0.0021248786842088512, | |
0.002092318042963345, | |
0.0020441910000387137, | |
0.002041059964700784, | |
0.002032820148665145, | |
0.001907923302852917, | |
0.0018208068735785122, | |
0.0017772316212781487, | |
0.001759567292384023, | |
0.001699306830837999, | |
0.0014993416191682197, | |
0.001451141351856245, | |
0.001377749626138457, | |
0.0012776043997998641, | |
0.0012302924901496052, | |
0.0012041138256240567, | |
0.0012026318994102319, | |
0.0010074675516625613, | |
0.0007727708431839368, | |
0.0005575970749080738, | |
0.0005455664111456019, | |
0.0005064352396533622, | |
0.0004960807890071316, | |
0.0004580510588187374, | |
0.00039949362647269496, | |
0.0003896586050894979, | |
0.0003701638097682001, | |
0.0003310058056506669, | |
0.00016429029457476789, | |
9.931295168304127e-05, | |
2.3186861258881027e-05, | |
2.0964473641296547e-05 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 95.55555555555554, | |
"precision": 0.0, | |
"recall": 0.0, | |
"f1": 0.0 | |
}, | |
"selection": { | |
"precision": 6.448100765411529, | |
"recall": 1.7261904761904758, | |
"f1": 2.718528568670528, | |
"jaccard": 1.3791300020574417 | |
} | |
} | |
} |