GenoTEX / output /regress /Osteoarthritis /significant_genes_condition_Insomnia.json
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{
"significant_genes": {
"Variable": [
"MAP7D2",
"PER3",
"ADGRB3",
"UNC5C",
"MAN1C1",
"KCNE4",
"RMC1",
"QPRT",
"IL11RA",
"FTO",
"DUSP1",
"SUMO2",
"HEXD",
"USPL1",
"ZFP90"
],
"Coefficient": [
0.07290188088383565,
0.06835141996076001,
0.06814146156871088,
0.037502154932690365,
0.031648045634965934,
0.020240095686289504,
-0.018555529363529166,
0.014840075574899138,
0.008639143780022548,
0.008568706055085565,
0.007335739076821781,
0.006060834331121054,
-0.003938530249413363,
-0.0029045128257947084,
0.002155941593365696
],
"Absolute Coefficient": [
0.07290188088383565,
0.06835141996076001,
0.06814146156871088,
0.037502154932690365,
0.031648045634965934,
0.020240095686289504,
0.018555529363529166,
0.014840075574899138,
0.008639143780022548,
0.008568706055085565,
0.007335739076821781,
0.006060834331121054,
0.003938530249413363,
0.0029045128257947084,
0.002155941593365696
]
},
"cv_performance": {
"prediction": {
"accuracy": 91.53846153846153,
"precision": 89.9047619047619,
"recall": 98.0952380952381,
"f1": 93.68596315964736
},
"selection": {
"precision": 2.5,
"recall": 0.1932367149758454,
"f1": 0.3587443946188341,
"jaccard": 0.18018018018018017
}
}
}