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{
"significant_genes": {
"Variable": [
"GLIS2",
"BAK1",
"PLSCR2",
"HOXC9",
"BHLHE23",
"IPO7",
"GTF2A1",
"DNAJC14",
"AVL9",
"WEE1",
"TMPRSS11E",
"NFATC2",
"LARP7",
"ISM1",
"LARS1",
"DIO2",
"CEP19",
"HOMER1",
"KLF15",
"SERPIND1",
"FAM161B",
"TGIF1",
"ZSCAN22",
"IRAG1",
"RSAD1",
"FBXO38",
"BCL6",
"FOS",
"SUPT3H",
"VSIG1",
"YIF1B",
"SLC41A1",
"CEP70",
"MAPK8IP2",
"KCNK12",
"TANGO2",
"ATP13A4",
"STMN3",
"CLIC6",
"B3GNT5",
"FCHO1",
"CRIPTO3",
"MVB12B"
],
"Coefficient": [
-0.12101411492653759,
-0.06769556673581496,
0.05619431934972204,
-0.047338351818530064,
-0.04499948022948925,
0.04223603791090894,
0.03991756244997017,
-0.039415480716139956,
0.038251898857289864,
0.03430536981892694,
0.028074633014716514,
0.02767144651378078,
0.026642193330201788,
0.024806815585850864,
0.021695189477217984,
0.02005139463602669,
-0.019240527429921495,
0.017070851098662142,
0.014932590126604152,
0.014349457889183622,
0.013683232465783237,
0.012627515265021204,
-0.012447961217787308,
0.011305864388502788,
0.010306641436617851,
0.009357671789418024,
0.008764243010368121,
0.008112592887235348,
0.007577480840381073,
0.0065934298467506865,
-0.006424188140938203,
-0.005978495614819337,
0.005661939281240037,
-0.005032220951000168,
-0.004391155330655729,
-0.003991096314831586,
0.0036041448020999707,
-0.003118035490944483,
0.0028685323686963725,
-0.0018503956438019932,
-0.0018142739292350634,
0.0016593644228134414,
-0.0002401861602459551
],
"Absolute Coefficient": [
0.12101411492653759,
0.06769556673581496,
0.05619431934972204,
0.047338351818530064,
0.04499948022948925,
0.04223603791090894,
0.03991756244997017,
0.039415480716139956,
0.038251898857289864,
0.03430536981892694,
0.028074633014716514,
0.02767144651378078,
0.026642193330201788,
0.024806815585850864,
0.021695189477217984,
0.02005139463602669,
0.019240527429921495,
0.017070851098662142,
0.014932590126604152,
0.014349457889183622,
0.013683232465783237,
0.012627515265021204,
0.012447961217787308,
0.011305864388502788,
0.010306641436617851,
0.009357671789418024,
0.008764243010368121,
0.008112592887235348,
0.007577480840381073,
0.0065934298467506865,
0.006424188140938203,
0.005978495614819337,
0.005661939281240037,
0.005032220951000168,
0.004391155330655729,
0.003991096314831586,
0.0036041448020999707,
0.003118035490944483,
0.0028685323686963725,
0.0018503956438019932,
0.0018142739292350634,
0.0016593644228134414,
0.0002401861602459551
]
},
"cv_performance": {
"prediction": {
"accuracy": 93.33333333333334,
"precision": 93.33333333333333,
"recall": 86.66666666666666,
"f1": 89.33333333333333
},
"selection": {
"precision": 2.302521008403361,
"recall": 0.2366863905325444,
"f1": 0.42924269941480003,
"jaccard": 0.2151986783757934
}
}
} |