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{
"significant_genes": {
"Variable": [
"COPS3",
"PTRH2",
"BET1",
"TTC21B",
"NSD1",
"TMC4",
"KAZALD1",
"TCEAL8",
"TP53I3",
"INTS9",
"LSM1",
"AP3B1",
"SUPT16H",
"GBA1LP",
"S100A9",
"CHM",
"IL17REL",
"PSG8",
"PRKAG3",
"DDX11L9",
"PKP1",
"LAMA3",
"PHTF2",
"FASTKD1",
"SELENOW",
"PAIP2B",
"TGFB2",
"IRF1",
"RHOA",
"SYT12",
"RAB21",
"NEO1",
"WHAMMP2",
"LIPA",
"RAB11FIP4",
"GSTO1",
"POLRMT",
"DKK3",
"SLC46A1",
"INKA2",
"C19orf53",
"CARD17P",
"GSTA2",
"TRAPPC12",
"HOXA9",
"SPX",
"CLIP4",
"MARCHF9",
"GNL3",
"TREM1",
"ARSI",
"RARRES1",
"SNAR-I",
"OTULIN",
"ISG20",
"SPHK1",
"APOBEC3B",
"RPL14",
"HFE",
"LZTS2",
"HSD17B11",
"GPC2",
"ANK1",
"FAM177A1",
"SNORD36A",
"TTC23",
"PSCA",
"PDSS2",
"WRAP73",
"IFIH1",
"FOSB",
"GLI2",
"SDF2L1",
"GEMIN4",
"SLC7A6OS",
"CYP1B1",
"TMCC2",
"PNRC2",
"ETAA1",
"LGALS3",
"GPAT2",
"GNG5",
"SKA2",
"EGR1",
"NEDD9",
"CYREN",
"RINT1",
"LRRD1",
"CFC1",
"GCLC",
"CIMAP1B",
"PTPN12",
"ATXN7L1",
"ZFAND2A",
"TUSC2",
"CCDC71L",
"MBD3",
"ANKZF1",
"TPTE2",
"ZNF33B",
"CCDC106",
"SUCO",
"ATP5F1C",
"PRAMEF15"
],
"Coefficient": [
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-0.035854833665176895,
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0.030275411934908562,
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-0.019934864407590795,
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-0.019155432697018304,
0.019109493846101628,
0.018568797201900997,
0.01674877863796184,
0.016682973948837984,
0.01609013328766354,
-0.01489003911204755,
0.014401579243708523,
0.013512611094422594,
-0.012322490880248378,
0.011745869621388043,
0.011090745283440166,
-0.010918706496368877,
-0.010568020015101992,
-0.009623168012533089,
0.009622355631730441,
0.009583772322862883,
-0.009467627556619672,
0.008757976367798006,
-0.008020878047914059,
0.007998897151619123,
0.00739967048958772,
-0.007324630331530654,
0.007176405147419352,
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0.006984400788361645,
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-0.006619828832458508,
-0.006560617352787493,
-0.006424431680476604,
-0.00625166421320488,
0.00617671751556685,
0.005660692557918059,
-0.005545390550801512,
-0.005458980708230426,
-0.005309866548348306,
-0.005081386912148472,
0.00507383650124353,
-0.004995231226705781,
-0.004921186866640521,
0.004695586972948925,
0.004682979410119045,
0.004438751886386853,
-0.004160731188154244,
-0.003994662434927914,
0.0038392240670582062,
-0.0038282387641363986,
0.0036577405288896305,
0.0036134715908917652,
0.0035993534145418358,
-0.00308660993830162,
0.0029215856178279936,
0.0028997102377521693,
0.002857066423601069,
0.00268651449976639,
-0.002667405480650867,
0.0026254349532364497,
-0.002505356499372181,
-0.0024008426070354287,
-0.002399973199647552,
0.0023732866573802224,
-0.002304690217793823,
-0.0022937629586460653,
0.002205379310923368,
-0.002153304604263309,
0.0018986210861762418,
0.0017921146432642524,
0.0016653934321826473,
0.0015897342509056758,
-0.0015171535664034613,
-0.0014974274060938477,
-0.0014049204520345745,
0.0013687501746894358,
0.0012439817034898787,
-0.001122677601604596,
-0.0011158368771515353,
-0.0010472284491783352,
-0.0010130068164660448,
0.0010075771104552274,
-0.0008609424403555582,
-0.0006523217662682354,
0.0006489210771160345,
0.000571891057083817,
0.0005221499226520186,
0.00045035759750795324,
0.0004223881186462978,
0.0003935690187537467,
-0.0003649527553980848,
-0.00034491909084499777,
-0.00029491221163138753,
-0.00028117175068088083,
-0.00022214677165952455,
0.00021983206931907958,
-7.20675333720656e-06,
3.506145514441231e-06
],
"Absolute Coefficient": [
0.04526783214277292,
0.0444824856630844,
0.035854833665176895,
0.0326283863395629,
0.030275411934908562,
0.021376491158526214,
0.02101927783053928,
0.019934864407590795,
0.019818809776100284,
0.019155432697018304,
0.019109493846101628,
0.018568797201900997,
0.01674877863796184,
0.016682973948837984,
0.01609013328766354,
0.01489003911204755,
0.014401579243708523,
0.013512611094422594,
0.012322490880248378,
0.011745869621388043,
0.011090745283440166,
0.010918706496368877,
0.010568020015101992,
0.009623168012533089,
0.009622355631730441,
0.009583772322862883,
0.009467627556619672,
0.008757976367798006,
0.008020878047914059,
0.007998897151619123,
0.00739967048958772,
0.007324630331530654,
0.007176405147419352,
0.007051641464521585,
0.006984400788361645,
0.006967786009814971,
0.006619828832458508,
0.006560617352787493,
0.006424431680476604,
0.00625166421320488,
0.00617671751556685,
0.005660692557918059,
0.005545390550801512,
0.005458980708230426,
0.005309866548348306,
0.005081386912148472,
0.00507383650124353,
0.004995231226705781,
0.004921186866640521,
0.004695586972948925,
0.004682979410119045,
0.004438751886386853,
0.004160731188154244,
0.003994662434927914,
0.0038392240670582062,
0.0038282387641363986,
0.0036577405288896305,
0.0036134715908917652,
0.0035993534145418358,
0.00308660993830162,
0.0029215856178279936,
0.0028997102377521693,
0.002857066423601069,
0.00268651449976639,
0.002667405480650867,
0.0026254349532364497,
0.002505356499372181,
0.0024008426070354287,
0.002399973199647552,
0.0023732866573802224,
0.002304690217793823,
0.0022937629586460653,
0.002205379310923368,
0.002153304604263309,
0.0018986210861762418,
0.0017921146432642524,
0.0016653934321826473,
0.0015897342509056758,
0.0015171535664034613,
0.0014974274060938477,
0.0014049204520345745,
0.0013687501746894358,
0.0012439817034898787,
0.001122677601604596,
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0.0010472284491783352,
0.0010130068164660448,
0.0010075771104552274,
0.0008609424403555582,
0.0006523217662682354,
0.0006489210771160345,
0.000571891057083817,
0.0005221499226520186,
0.00045035759750795324,
0.0004223881186462978,
0.0003935690187537467,
0.0003649527553980848,
0.00034491909084499777,
0.00029491221163138753,
0.00028117175068088083,
0.00022214677165952455,
0.00021983206931907958,
7.20675333720656e-06,
3.506145514441231e-06
]
},
"cv_performance": {
"prediction": {
"accuracy": 95.0,
"precision": 0.0,
"recall": 0.0,
"f1": 0.0
},
"selection": {
"precision": 7.212096799390176,
"recall": 2.0238095238095237,
"f1": 3.1572772402566094,
"jaccard": 1.605993396645053
}
}
} |