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{
"significant_genes": {
"Variable": [
"DEFA6",
"CALML3",
"KRT2",
"ADA",
"ALDH4A1",
"IGFALS",
"ALDH1L1",
"BEND5",
"AMOTL1",
"APBB1IP",
"CCL25",
"AOX2P",
"BCL11B",
"PAX2",
"ANKRD20A3P",
"TBATA",
"ANKRD36",
"ALDH5A1",
"TTC21A",
"ARL5C",
"IL12A",
"LRIT1",
"MME",
"AKAP17A",
"ALLC",
"AIRE",
"AKT3",
"APOBEC3F",
"RHO",
"ANKFY1",
"ARSH",
"DEFB134",
"ACAT1",
"ZNG1C",
"DNAH3",
"RSAD1",
"PRSS16",
"PEBP1",
"PIM2",
"TTTY18",
"FOXN1",
"GRK1",
"SLC27A2",
"LRRIQ1",
"SLCO6A1",
"NDUFB10",
"PRSS38",
"HCG4",
"PRSS42P",
"TTC16",
"GNB5",
"C4orf17",
"SPAG4",
"ALDH9A1",
"OR4C13",
"ALKBH1",
"PPY2P",
"KCNJ5-AS1",
"AP4S1",
"ZNF8",
"NKX2-6",
"ARPP21",
"THSD4",
"STOX1",
"RAP2A",
"ZYG11B",
"KLRC3",
"ADAMTS17",
"MTCH2",
"ATP10B",
"OSBPL5",
"FST",
"CCL20",
"CNBD1",
"TNIP3",
"OR51F2",
"CTRB2",
"BNIP3",
"EYA2",
"KRT35",
"DHH",
"RBBP7",
"LIPC",
"NRG1",
"LCORL",
"HOXA2",
"SLC15A4",
"LAYN",
"ADCY6",
"HES3",
"C6orf52",
"PLEKHN1",
"RNASE7",
"COPRS",
"OR4K1",
"TSPEAR-AS2",
"SERPINB3",
"DUSP7",
"SLC7A2",
"HNF4A",
"POTEE",
"OR6B3",
"SNORD15A",
"OR8K5",
"FGF7P6",
"ICOSLG",
"STS",
"OVCH1",
"IGFBPL1",
"OR10G7",
"FBXL4",
"CRAT",
"UQCC1",
"SNX18",
"PCK2",
"NTF4",
"BAG1",
"PCDHGB4",
"PPFIBP2",
"CELP",
"OR11H12",
"USP15",
"KCNG4",
"HSF4",
"MCAM",
"MAB21L2",
"SCD5",
"WFDC8",
"KIAA1549L",
"MIR29B2CHG",
"OR52B2",
"ADCY8",
"ATP12A",
"RBPJL",
"ZFAT",
"BLZF1",
"MAPKAP1",
"SCARB1",
"LDLRAD4",
"ANKRD49",
"CAPN10",
"OSER1",
"FNDC4",
"SLC29A4",
"ATG4D",
"GCM2",
"HPD",
"DEFB103A",
"OR4F6",
"TTTY9A",
"KRT78",
"HCRT",
"ELP4",
"KIRREL3-AS3",
"PDGFD",
"COX8C",
"HSPA6",
"CALR3",
"RP1",
"PRELID3A",
"SPRR4",
"CFAP43",
"B3GALT5",
"TP53I11",
"UTF1",
"EFS",
"UMOD",
"PCSK1",
"RASSF8",
"BST1",
"OBP2B",
"EFCAB3",
"NPB",
"ELOVL7",
"FAM87B",
"FBXO24",
"OR2D2",
"C1orf56",
"ZNF106",
"OR14J1",
"DNAAF1",
"METTL16",
"ZNF554",
"BPESC1",
"CSNK1A1L",
"SERPINB2",
"IQGAP2",
"MYO3A",
"YEATS4",
"TREML4",
"UBE3C",
"TRPC4AP",
"MS4A13",
"C22orf23",
"NPPB",
"HOGA1",
"IL17RB",
"PERM1",
"SPZ1",
"B3GALNT2",
"DGKH",
"C4BPA",
"ARID4B",
"SUSD1",
"TBX6",
"NSMCE3",
"OR52E5",
"FRZB",
"C1QTNF12",
"ASCL3",
"TUBB2B"
],
"Coefficient": [
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4.883247418841837e-07,
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],
"Absolute Coefficient": [
0.04063361658747972,
0.03632617719734872,
0.03253253490709118,
0.029380264398378278,
0.02096947427309031,
0.015302356508187042,
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]
},
"cv_performance": {
"prediction": {
"accuracy": 99.1304347826087,
"precision": 80.0,
"recall": 70.0,
"f1": 73.33333333333333
},
"selection": {
"precision": 0.136986301369863,
"recall": 2.8571428571428568,
"f1": 0.26143790849673204,
"jaccard": 0.13157894736842105
}
}
} |