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{
"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": [
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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,
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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,
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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
}
}
} |