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{
"significant_genes": {
"Variable": [
"XIST",
"SHANK1",
"MAGEB10",
"AKT2",
"BCO1",
"LINC00314",
"BRAP",
"SVBP",
"TNFRSF10D",
"GFPT2",
"H2AB1",
"EPS8L1",
"NKX6-1",
"MRPL40",
"KIAA1191",
"ERICH6",
"FYB2",
"CEACAM8",
"PRR11",
"GDF6",
"CATSPER2P1",
"IFNA6",
"SLC24A5",
"DCDC1",
"GSTA1",
"ZNF706",
"EPCIP-AS1",
"FLJ33534",
"BLNK",
"PLSCR1",
"ADGRD1",
"SLC18A3",
"CD207",
"OR11H4",
"PXT1",
"RABEP2",
"ITPRID2",
"BATF2",
"FGFBP2",
"HMGB4",
"P2RY2",
"PIAS1",
"ZNF382",
"COL23A1",
"KLHL1",
"SLC26A8",
"BMAL2",
"GLB1L2",
"ARG1",
"TAS1R2",
"ALPK3",
"TPH2",
"SNAP29",
"SNHG8",
"TSHZ2",
"DDX6",
"CEACAM3",
"MCMBP",
"CLEC2B",
"OR10G7",
"FITM2",
"C4BPA",
"CTSG",
"NUDT4B",
"NPHS2",
"OR2A12",
"RNASE3",
"ART5",
"DNAAF3",
"BPIFA2",
"RPP25",
"BLM",
"ANKRD42",
"PNPLA5",
"DSCR8",
"ZNF799",
"BMF",
"SLC6A2",
"TP53I3",
"CXCL9",
"PDYN",
"FOXI1",
"NDUFS1",
"ASB7",
"CPO",
"HCG4",
"KRTAP10-4",
"MAML2",
"SLC5A1",
"CELA2B",
"SHPK",
"HLA-DOB",
"ATP2B4",
"BOD1L1",
"KLK8",
"TCHHL1",
"ZNF708",
"ZNF818P",
"MSC",
"CRH",
"MTG2",
"VASP",
"MYEOV",
"GAGE4",
"ARID2",
"MYO15A",
"ACTRT2",
"AP1S3",
"ITPKC",
"ANKS1A",
"MEIOB",
"KCNS3",
"SAPCD1",
"E2F8",
"CPNE7",
"STX18",
"ITGA8",
"LYPD3",
"GANC",
"PPP1R1A",
"EWSR1",
"ABCB5",
"GTF2IRD2P1",
"ATF6B"
],
"Coefficient": [
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0.014305931848590067,
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0.013265484318678545,
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-0.002967586117332955,
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-0.0028696054647617546,
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-0.002742679263318391,
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0.002258340443167,
-0.00221074605034524,
0.002168193181547151,
0.0020170393017029113,
0.0016555190366874166,
0.0016174481965407505,
-0.0015907859515958192,
0.001549034297047861,
0.0015173261951808542,
-0.0014913787716995528,
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-0.0014053077045919355,
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-0.0012342629336562895,
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-0.00029705326403980465,
-0.0002194939272597976,
-9.604880579924871e-05,
2.5786563863858135e-05
],
"Absolute Coefficient": [
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0.04460112622546855,
0.04368044470458017,
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0.03517383733026461,
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0.019946690608341262,
0.01908803855977804,
0.01883657817973544,
0.01841409327059957,
0.017574959758879304,
0.01677879326824981,
0.016680953283733195,
0.016075235850625317,
0.014523667446278773,
0.01446631630390674,
0.014442198199844887,
0.014305931848590067,
0.01410058404736227,
0.013293391417539026,
0.013265484318678545,
0.01283840621563781,
0.012728138865100469,
0.012249106114619589,
0.011743473689742294,
0.011391227398631564,
0.011098149800407296,
0.010816745720923834,
0.010694759570728843,
0.010102071912805329,
0.00997012420181276,
0.009839374053015493,
0.00976053517198389,
0.009443900836334864,
0.008935826960788339,
0.00859637009156979,
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0.006757484964444673,
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0.006256341318856191,
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0.005866563251341867,
0.005848330800816819,
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]
},
"cv_performance": {
"prediction": {
"accuracy": 86.95652173913042,
"precision": 50.0,
"recall": 31.666666666666664,
"f1": 37.142857142857146
},
"selection": {
"precision": 0.5865546218487395,
"recall": 0.6521739130434783,
"f1": 0.6175645856228305,
"jaccard": 0.3103798012165287
}
}
} |