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{
"significant_genes": {
"Variable": [
"COPS3",
"PTRH2",
"BET1",
"NSD1",
"TTC21B",
"TP53I3",
"AP3B1",
"INTS9",
"SUPT16H",
"LSM1",
"TMC4",
"TCEAL8",
"GBA1LP",
"TGFB2",
"KAZALD1",
"CHM",
"PSG8",
"PKP1",
"DDX11L9",
"SLC46A1",
"S100A9",
"FASTKD1",
"IL17REL",
"PAIP2B",
"IRF1",
"NEO1",
"PRKAG3",
"DKK3",
"WHAMMP2",
"HSD17B11",
"RHOA",
"HOXA9",
"SYT12",
"RAB21",
"CARD17P",
"C19orf53",
"LAMA3",
"SPX",
"PHTF2",
"SELENOW",
"ARID3A",
"WRAP73",
"SPHK1",
"HFE",
"RAB11FIP4",
"SNORD36A",
"H4C4",
"RARRES1",
"GSTO1",
"CYP1B1",
"TUBA4A",
"SNAR-I",
"TMCC2",
"MARCHF9",
"LIPA",
"AHSP",
"ISG20",
"FABP4",
"GPC2",
"ZNF33B",
"TUSC2",
"MBD3",
"FAM177A1",
"GEMIN4",
"LRRD1",
"SLC7A6OS",
"POLRMT",
"PRAMEF15",
"MRTO4",
"LGALS3",
"ATXN7L1",
"CLIP4",
"LZTS2",
"ARSI",
"CFC1",
"CCDC71L",
"OTULIN",
"ZFAND2A",
"CSKMT",
"APOBEC3B",
"PTPN12",
"ANKZF1",
"PSCA",
"RPL14",
"TTC23",
"IFIH1",
"DARS1",
"DENND6A",
"GSTA2",
"TREM1",
"PNRC2",
"TRAPPC12",
"GPAT2",
"PDSS2",
"BNIP2",
"SDF2L1",
"GLI2",
"TMEM119",
"TPTE2",
"NUDT19",
"INKA2",
"C4B",
"HSPG2",
"URGCP",
"FOSB",
"ETAA1",
"RINT1",
"CYREN",
"RPUSD4",
"ATP5F1C",
"LMCD1"
],
"Coefficient": [
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0.02267844640800693,
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0.01817770015785286,
0.017381177687805092,
-0.017213975712797733,
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0.014436710225600433,
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0.01109970573988782,
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0.008267064278304469,
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-0.007142549232705791,
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0.006820606383297102,
0.006746514831204902,
0.006635133501512143,
-0.00653745517456837,
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-0.006263801675434919,
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-0.006104950511031613,
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-0.0053373965210461215,
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0.004886111374588447,
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-0.0046671936256328745,
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-0.004537263039065538,
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0.003413275650859772,
-0.0031497257881451567,
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0.0031419274308121486,
-0.00306808548736096,
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-0.0028306266845092016,
0.00279470337139926,
-0.00275896075764385,
0.002747979565310331,
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0.0024145732278873836,
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0.0022267802810908626,
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0.0018091210338882547,
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-0.0016593067061754752,
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-0.0015683616097091598,
0.001539950144477056,
0.0014186602811458295,
-0.0013220749752514416,
-0.0012029352442289943,
-0.001190072901416327,
-0.0011268531020352179,
0.0011124323236133863,
-0.0010923393220657746,
0.0009209014603037569,
-0.0007579772175415471,
0.000738368479316695,
-0.000694986532025799,
0.0006288505493987882,
-0.0006001347647555013,
0.0005132577190533067,
-0.00047697282393922976,
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-0.00020837150385821484,
-0.00015658884753869438,
-4.070397375074899e-05,
1.9664136341423574e-05
],
"Absolute Coefficient": [
0.04652691837329485,
0.04220515862468634,
0.03550018884945464,
0.033222807131286856,
0.029840531879261365,
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0.01699320108910879,
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0.012727649079665712,
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0.01109970573988782,
0.010219230003022653,
0.010067927668868671,
0.009561037646465242,
0.009275011349294955,
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0.008267064278304469,
0.00810506536877738,
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0.007615238837082866,
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0.006946604153577954,
0.006851402830708038,
0.006820606383297102,
0.006746514831204902,
0.006635133501512143,
0.00653745517456837,
0.006472530843006371,
0.006263801675434919,
0.006164787351064783,
0.006104950511031613,
0.006019955887494638,
0.005449320437789332,
0.005441255323463497,
0.0053920420687013195,
0.0053373965210461215,
0.005330231897449137,
0.005285094282496733,
0.005053476836135767,
0.004886111374588447,
0.004674910165448124,
0.0046671936256328745,
0.004635987294095069,
0.004537263039065538,
0.004524923076313078,
0.004271224919843481,
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0.003413275650859772,
0.0031497257881451567,
0.0031465872493440243,
0.0031419274308121486,
0.00306808548736096,
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0.00020837150385821484,
0.00015658884753869438,
4.070397375074899e-05,
1.9664136341423574e-05
]
},
"cv_performance": {
"prediction": {
"accuracy": 95.0,
"precision": 0.0,
"recall": 0.0,
"f1": 0.0
},
"selection": {
"precision": 6.346878924795064,
"recall": 1.7261904761904758,
"f1": 2.71076018073413,
"jaccard": 1.3751103081837202
}
}
} |