GenoTEX / output /regress /Chronic_kidney_disease /significant_genes_condition_Gender.json
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{
"significant_genes": {
"Variable": [
"ATP12A",
"GP2",
"FRMD7",
"OLFM3",
"SEMG2",
"ATP6V1G3",
"UMOD",
"TMEM207"
],
"Coefficient": [
-0.06594778030040585,
-0.04688903655280804,
-0.04619142500507249,
-0.01647074596403102,
-0.01052654102588812,
-0.007119634757484846,
-0.0005464141600952263,
-0.00016066379057716614
],
"Absolute Coefficient": [
0.06594778030040585,
0.04688903655280804,
0.04619142500507249,
0.01647074596403102,
0.01052654102588812,
0.007119634757484846,
0.0005464141600952263,
0.00016066379057716614
]
},
"cv_performance": {
"prediction": {
"accuracy": 99.6875,
"precision": 100.0,
"recall": 99.67213114754098,
"f1": 99.83471074380165
},
"selection": {
"precision": 9.3015873015873,
"recall": 0.39408866995073893,
"f1": 0.7556281082722753,
"jaccard": 0.37960686226145546
}
}
}