GenoTEX / output /regress /Obesity /significant_genes_condition_Chronic_kidney_disease.json
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{
"significant_genes": {
"Variable": [
"CLEC4M",
"CDH13",
"CCL23",
"PLVAP",
"DIPK2B",
"PVALB",
"UBE2T",
"COL15A1",
"AMIGO3",
"GABRD",
"SLC26A6"
],
"Coefficient": [
-0.042504782699005386,
0.0333612984583143,
-0.021218327437778014,
0.015585746232012528,
0.01057790859862204,
-0.009987475397824255,
0.009952879954717947,
0.009910048018739336,
0.0032083608411979866,
0.0018796618008859543,
0.0010358016993328005
],
"Absolute Coefficient": [
0.042504782699005386,
0.0333612984583143,
0.021218327437778014,
0.015585746232012528,
0.01057790859862204,
0.009987475397824255,
0.009952879954717947,
0.009910048018739336,
0.0032083608411979866,
0.0018796618008859543,
0.0010358016993328005
]
},
"cv_performance": {
"prediction": {
"accuracy": 98.0952380952381,
"precision": 99.16085326790704,
"recall": 98.65759009828903,
"f1": 98.90402442235037
},
"selection": {
"precision": 5.246753246753246,
"recall": 0.20833333333333331,
"f1": 0.4004577832593378,
"jaccard": 0.20089934402405135
}
}
}