GenoTEX / output /regress /HIV_Resistance /significant_genes_condition_Hypertension.json
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{
"significant_genes": {
"Variable": [
"RBM3",
"PAK2",
"ANKRD36",
"PNO1",
"EYA2",
"SLC46A1",
"GML",
"TRAV21",
"KIR3DL3",
"ENAM",
"LRIG2",
"CLDND1",
"ZNF212",
"RUSC1-AS1",
"CSF1R",
"NME9",
"SH3BGRL2",
"ANP32A-IT1",
"MICU1",
"MGAM",
"ZNF703",
"TMEM256"
],
"Coefficient": [
0.06839854928040855,
-0.05420655160601877,
0.03981892276114734,
0.03666367516639987,
0.03163592649950796,
0.027369336251588054,
0.023970965137679132,
0.02259472506247485,
-0.020157006428195356,
0.017794406998024186,
0.01624221009922887,
0.014457359316171252,
0.011434260270377462,
0.010294505927031683,
-0.008082817353047451,
0.007065220698581146,
-0.0067844716933525,
0.004385684519084124,
-0.004155805182394755,
-0.0022327752259102634,
-0.0018903112235535524,
0.0005065672526893103
],
"Absolute Coefficient": [
0.06839854928040855,
0.05420655160601877,
0.03981892276114734,
0.03666367516639987,
0.03163592649950796,
0.027369336251588054,
0.023970965137679132,
0.02259472506247485,
0.020157006428195356,
0.017794406998024186,
0.01624221009922887,
0.014457359316171252,
0.011434260270377462,
0.010294505927031683,
0.008082817353047451,
0.007065220698581146,
0.0067844716933525,
0.004385684519084124,
0.004155805182394755,
0.0022327752259102634,
0.0018903112235535524,
0.0005065672526893103
]
},
"cv_performance": {
"prediction": {
"accuracy": 88.23529411764704,
"precision": 91.6883116883117,
"recall": 85.02164502164501,
"f1": 86.82706766917292
},
"selection": {
"precision": 0.0,
"recall": 0.0,
"f1": 0.0,
"jaccard": 0.0
}
}
}