{ | |
"significant_genes": { | |
"Variable": [ | |
"COPS3", | |
"PTRH2", | |
"BET1", | |
"TTC21B", | |
"NSD1", | |
"TMC4", | |
"KAZALD1", | |
"INTS9", | |
"AP3B1", | |
"TP53I3", | |
"TCEAL8", | |
"GBA1LP", | |
"LSM1", | |
"SUPT16H", | |
"S100A9", | |
"CHM", | |
"PRKAG3", | |
"PAIP2B", | |
"DDX11L9", | |
"PSG8", | |
"IL17REL", | |
"SYT12", | |
"PKP1", | |
"IRF1", | |
"LAMA3", | |
"RHOA", | |
"HOXA9", | |
"PHTF2", | |
"SLC46A1", | |
"WHAMMP2", | |
"CARD17P", | |
"FASTKD1", | |
"TGFB2", | |
"POLRMT", | |
"DKK3", | |
"GSTO1", | |
"SPX", | |
"SELENOW", | |
"LIPA", | |
"C19orf53", | |
"WRAP73", | |
"NEO1", | |
"RAB11FIP4", | |
"CLIP4", | |
"SNAR-I", | |
"TMCC2", | |
"OTULIN", | |
"RAB21", | |
"RPL14", | |
"INKA2", | |
"HSD17B11", | |
"GSTA2", | |
"ISG20", | |
"SPHK1", | |
"TRAPPC12", | |
"PSCA", | |
"ARSI", | |
"SNORD36A", | |
"IFIH1", | |
"GPC2", | |
"GCLC", | |
"HFE", | |
"TTC23", | |
"FAM177A1", | |
"DARS1", | |
"CSKMT", | |
"RINT1", | |
"MRTO4", | |
"RARRES1", | |
"ZNF33B", | |
"GNL3", | |
"FOSB", | |
"PRAMEF15", | |
"MARCHF9", | |
"PDSS2", | |
"TREM1", | |
"ANK1", | |
"SLC7A6OS", | |
"HS6ST1", | |
"LZTS2", | |
"CCDC71L", | |
"FABP4", | |
"H4C4", | |
"ANKZF1", | |
"GEMIN4", | |
"CYREN", | |
"CYP1B1", | |
"LRRD1", | |
"TUSC2", | |
"APOBEC3B", | |
"FAAH2", | |
"MBD3", | |
"SLC1A2", | |
"NUDCD3", | |
"GPAT2", | |
"GLI2", | |
"ARID3A", | |
"TMEM119", | |
"NEDD9", | |
"ZFAND2A", | |
"ATP5F1C", | |
"ATXN7L1", | |
"CLTCL1", | |
"AHSP", | |
"GNG5", | |
"LGALS3", | |
"GSPT2", | |
"RSAD2", | |
"TUBA4A", | |
"SDF2L1", | |
"URGCP", | |
"RMDN1", | |
"EGR1" | |
], | |
"Coefficient": [ | |
-0.047536006016407596, | |
0.04537999103749967, | |
-0.03470739627342941, | |
0.03338252424166545, | |
0.030092047423650105, | |
-0.020615532114058192, | |
0.02040707571058141, | |
-0.019653795370897453, | |
0.019533581296170912, | |
-0.019327271435464866, | |
-0.017884319968153047, | |
0.01765502275405906, | |
0.017549058342659622, | |
0.017186189742583347, | |
0.014778412555514403, | |
-0.014054809428882887, | |
-0.012850409696727636, | |
0.012428622858240142, | |
0.012341050619701503, | |
0.012049704064310775, | |
0.011239731544573632, | |
0.010090130549468406, | |
0.01002379242579824, | |
0.009884684869064084, | |
-0.009557697777334478, | |
-0.009276728189646566, | |
-0.009055671417036597, | |
-0.00842436522361223, | |
-0.00804285257350571, | |
0.00792444903605591, | |
0.007911641874025236, | |
-0.007835779818626579, | |
-0.0077791444808851026, | |
-0.00703387381792616, | |
-0.006826846122661252, | |
0.006680668432445904, | |
-0.006332026528018821, | |
0.0062118896773146635, | |
0.006190379521698659, | |
0.006172355912420064, | |
-0.00608788932538293, | |
-0.005889419315501454, | |
0.005839537013602685, | |
0.005633759613319243, | |
-0.005475847830688521, | |
0.005208278980246984, | |
-0.005073002097000904, | |
0.00488744073426355, | |
0.0047348482172745706, | |
-0.0043604034545729154, | |
0.004244757588205374, | |
-0.004189189691354567, | |
0.003921576890413598, | |
-0.0038868019133890225, | |
-0.003883763701759134, | |
-0.003850231800014964, | |
0.0038296863507078964, | |
-0.0035082596338603346, | |
0.003491014623686025, | |
0.003453812064659945, | |
-0.003410619459046463, | |
0.0031776842522137604, | |
0.0029376217161333523, | |
0.002888829449853183, | |
-0.0028831847063148543, | |
0.002752813737444998, | |
-0.0026810316241019836, | |
0.002587000471069081, | |
0.0025741244334191163, | |
-0.0025441392789174863, | |
-0.002499386230267117, | |
-0.002494968497173372, | |
0.0024699470345085467, | |
-0.0022940039093860723, | |
-0.002238290485327578, | |
0.002227739372122556, | |
0.00214231616119181, | |
0.002056682698528445, | |
-0.001975086712724959, | |
-0.0018542835667770534, | |
0.0017548061829421296, | |
0.0017057475145255824, | |
0.0017029150205033362, | |
-0.0016456447741069393, | |
-0.0015462125835038812, | |
-0.0014714195866636672, | |
0.0013183762562580727, | |
0.0011809828321078656, | |
0.001161298852283535, | |
0.0010891601715191032, | |
0.0010472087046101497, | |
-0.000993612093936363, | |
0.0009047779859554563, | |
-0.0008625537897775092, | |
-0.0008439913061716217, | |
-0.0008046155399923505, | |
-0.0007219898388031445, | |
0.0007119737085472824, | |
-0.0006520888341318404, | |
0.0006315293713256672, | |
-0.0005935155522928268, | |
0.0005878319209316817, | |
0.0004906400280707879, | |
0.0004739762255978559, | |
0.0004700335554404804, | |
-0.0004435504207992501, | |
-0.00043620756959039116, | |
0.0003514680352339377, | |
0.0002881600314505737, | |
0.00021403701270303801, | |
0.0001647805956603599, | |
0.00010325825987081926, | |
-4.764272524805483e-05 | |
], | |
"Absolute Coefficient": [ | |
0.047536006016407596, | |
0.04537999103749967, | |
0.03470739627342941, | |
0.03338252424166545, | |
0.030092047423650105, | |
0.020615532114058192, | |
0.02040707571058141, | |
0.019653795370897453, | |
0.019533581296170912, | |
0.019327271435464866, | |
0.017884319968153047, | |
0.01765502275405906, | |
0.017549058342659622, | |
0.017186189742583347, | |
0.014778412555514403, | |
0.014054809428882887, | |
0.012850409696727636, | |
0.012428622858240142, | |
0.012341050619701503, | |
0.012049704064310775, | |
0.011239731544573632, | |
0.010090130549468406, | |
0.01002379242579824, | |
0.009884684869064084, | |
0.009557697777334478, | |
0.009276728189646566, | |
0.009055671417036597, | |
0.00842436522361223, | |
0.00804285257350571, | |
0.00792444903605591, | |
0.007911641874025236, | |
0.007835779818626579, | |
0.0077791444808851026, | |
0.00703387381792616, | |
0.006826846122661252, | |
0.006680668432445904, | |
0.006332026528018821, | |
0.0062118896773146635, | |
0.006190379521698659, | |
0.006172355912420064, | |
0.00608788932538293, | |
0.005889419315501454, | |
0.005839537013602685, | |
0.005633759613319243, | |
0.005475847830688521, | |
0.005208278980246984, | |
0.005073002097000904, | |
0.00488744073426355, | |
0.0047348482172745706, | |
0.0043604034545729154, | |
0.004244757588205374, | |
0.004189189691354567, | |
0.003921576890413598, | |
0.0038868019133890225, | |
0.003883763701759134, | |
0.003850231800014964, | |
0.0038296863507078964, | |
0.0035082596338603346, | |
0.003491014623686025, | |
0.003453812064659945, | |
0.003410619459046463, | |
0.0031776842522137604, | |
0.0029376217161333523, | |
0.002888829449853183, | |
0.0028831847063148543, | |
0.002752813737444998, | |
0.0026810316241019836, | |
0.002587000471069081, | |
0.0025741244334191163, | |
0.0025441392789174863, | |
0.002499386230267117, | |
0.002494968497173372, | |
0.0024699470345085467, | |
0.0022940039093860723, | |
0.002238290485327578, | |
0.002227739372122556, | |
0.00214231616119181, | |
0.002056682698528445, | |
0.001975086712724959, | |
0.0018542835667770534, | |
0.0017548061829421296, | |
0.0017057475145255824, | |
0.0017029150205033362, | |
0.0016456447741069393, | |
0.0015462125835038812, | |
0.0014714195866636672, | |
0.0013183762562580727, | |
0.0011809828321078656, | |
0.001161298852283535, | |
0.0010891601715191032, | |
0.0010472087046101497, | |
0.000993612093936363, | |
0.0009047779859554563, | |
0.0008625537897775092, | |
0.0008439913061716217, | |
0.0008046155399923505, | |
0.0007219898388031445, | |
0.0007119737085472824, | |
0.0006520888341318404, | |
0.0006315293713256672, | |
0.0005935155522928268, | |
0.0005878319209316817, | |
0.0004906400280707879, | |
0.0004739762255978559, | |
0.0004700335554404804, | |
0.0004435504207992501, | |
0.00043620756959039116, | |
0.0003514680352339377, | |
0.0002881600314505737, | |
0.00021403701270303801, | |
0.0001647805956603599, | |
0.00010325825987081926, | |
4.764272524805483e-05 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 95.55555555555554, | |
"precision": 0.0, | |
"recall": 0.0, | |
"f1": 0.0 | |
}, | |
"selection": { | |
"precision": 6.403659444088487, | |
"recall": 1.7261904761904758, | |
"f1": 2.716331559379125, | |
"jaccard": 1.3779654453564285 | |
} | |
} | |
} |