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{
"significant_genes": {
"Variable": [
"KATNIP",
"CMTM4",
"GABBR1",
"RBPJ",
"TOP1MT",
"NEDD8",
"DCAF1",
"SPAG1",
"MZF1",
"PLCB1",
"ENAH",
"ZNF438",
"TBCA",
"IGFBP5",
"UCN2",
"BPTF",
"PSTPIP1",
"VGF",
"MEGF8",
"SCARF2",
"NFKBIA",
"MRPL15",
"CERS1",
"RNU1-4",
"PAWR",
"HDDC3"
],
"Coefficient": [
0.059293774191538064,
0.05080962950955538,
-0.03772115530323716,
0.028231534714093807,
0.02115526062334448,
-0.020329773088010275,
0.017708750873795,
0.016358181308715195,
0.015121362822794407,
-0.014754781164342213,
0.012771687212037983,
0.012455531554470902,
-0.012291261198680828,
0.012109696652918993,
0.01192585746177517,
0.008654234465026707,
0.00796410346863759,
-0.0073068799122088576,
0.004595269326618807,
0.003255328863540377,
0.0024660629111980625,
-0.002004774801054802,
0.001996971955491398,
0.0017422229557171182,
0.0016031336676101328,
-0.0002525107885889956
],
"Absolute Coefficient": [
0.059293774191538064,
0.05080962950955538,
0.03772115530323716,
0.028231534714093807,
0.02115526062334448,
0.020329773088010275,
0.017708750873795,
0.016358181308715195,
0.015121362822794407,
0.014754781164342213,
0.012771687212037983,
0.012455531554470902,
0.012291261198680828,
0.012109696652918993,
0.01192585746177517,
0.008654234465026707,
0.00796410346863759,
0.0073068799122088576,
0.004595269326618807,
0.003255328863540377,
0.0024660629111980625,
0.002004774801054802,
0.001996971955491398,
0.0017422229557171182,
0.0016031336676101328,
0.0002525107885889956
]
},
"cv_performance": {
"prediction": {
"accuracy": 84.61538461538461,
"precision": 86.6547619047619,
"recall": 82.33500417710944,
"f1": 83.96933510246204
},
"selection": {
"precision": 5.76007326007326,
"recall": 0.17262638717632553,
"f1": 0.3351586735544626,
"jaccard": 0.1678950483119654
}
}
} |