GenoTEX / output /regress /Liver_cirrhosis /significant_genes_condition_COVID-19.json
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{
"significant_genes": {
"Variable": [
"CLEC4M",
"BMP10",
"GABRD",
"CDH13",
"CXorf36",
"MND1",
"PLVAP",
"UBE2T",
"PVALB",
"COL15A1",
"C13orf26",
"C21orf62",
"NCAPG",
"CCL23"
],
"Coefficient": [
-0.05667189914881254,
-0.04611654253938543,
0.02099794490164366,
0.01817817725326889,
0.010327599761265547,
0.009638868466303482,
0.00937290310960121,
0.007480625114536702,
-0.00647980986767915,
0.005310820400520781,
-0.0032183398337715225,
-0.0018738091163374047,
0.00121680806146325,
-0.0008500916573381785
],
"Absolute Coefficient": [
0.05667189914881254,
0.04611654253938543,
0.02099794490164366,
0.01817817725326889,
0.010327599761265547,
0.009638868466303482,
0.00937290310960121,
0.007480625114536702,
0.00647980986767915,
0.005310820400520781,
0.0032183398337715225,
0.0018738091163374047,
0.00121680806146325,
0.0008500916573381785
]
},
"cv_performance": {
"prediction": {
"accuracy": 99.04761904761905,
"precision": 99.73333333333333,
"recall": 99.1699530516432,
"f1": 99.44761904761904
},
"selection": {
"precision": 8.398268398268396,
"recall": 0.9615384615384615,
"f1": 1.7242903971742944,
"jaccard": 0.8696434508791488
}
}
}