GenoTEX / output /regress /Eczema /significant_genes_condition_Age.json
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{
"significant_genes": {
"Variable": [
"BTC",
"SYDE2",
"PHYHIP",
"OR6N2",
"PGAM2",
"SP5",
"ADCY7",
"CFTR",
"ZBED10P",
"SELE",
"ODAD3",
"SRA1",
"HHATL",
"S100A8",
"HS3ST3A1"
],
"Coefficient": [
-0.08420353578617829,
-0.06708358269718322,
-0.05334870702691361,
0.046873855375520246,
-0.03684658384309902,
-0.031703223701806824,
0.02750182436706807,
-0.02586130330396803,
0.017619432079748337,
0.017377046912134448,
-0.012531750476225971,
0.008969254994853433,
-0.00821708812458326,
0.008024237155493542,
0.0061470633130890975
],
"Absolute Coefficient": [
0.08420353578617829,
0.06708358269718322,
0.05334870702691361,
0.046873855375520246,
0.03684658384309902,
0.031703223701806824,
0.02750182436706807,
0.02586130330396803,
0.017619432079748337,
0.017377046912134448,
0.012531750476225971,
0.008969254994853433,
0.00821708812458326,
0.008024237155493542,
0.0061470633130890975
]
},
"cv_performance": {
"prediction": {
"accuracy": 87.5,
"precision": 90.0,
"recall": 87.0,
"f1": 88.33333333333333
},
"selection": {
"precision": 1.4285714285714284,
"recall": 0.15748031496062992,
"f1": 0.28368794326241137,
"jaccard": 0.14285714285714285
}
}
}