GenoTEX / output /regress /Stroke /significant_genes_condition_Insomnia.json
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{
"significant_genes": {
"Variable": [
"RGPD8",
"SPDYE2",
"PCDHGB2",
"FAM136BP",
"DEFB129",
"C16orf90",
"PRAMEF18",
"KASH5",
"PRB4",
"OR10A3",
"GARIN5B",
"TMPRSS11A",
"TMC3",
"NHERF4",
"XAGE3",
"KRTAP20-1",
"CRYGB",
"FAM83C",
"H2BC1",
"MS4A12"
],
"Coefficient": [
-0.3540078279063116,
0.3220907930575223,
-0.19405641000975243,
-0.10333176471040517,
0.09545200558113996,
-0.08380567386831907,
-0.07964212579270565,
0.07184291456635014,
0.06962165315444746,
0.06927108042051287,
-0.06493459826601422,
0.05575686023353888,
-0.0429336099817103,
0.03621617115590361,
0.0249927631175383,
-0.022868197195021752,
0.019076668023891234,
-0.012626174554580169,
0.009358839782729592,
0.0070711199758210505
],
"Absolute Coefficient": [
0.3540078279063116,
0.3220907930575223,
0.19405641000975243,
0.10333176471040517,
0.09545200558113996,
0.08380567386831907,
0.07964212579270565,
0.07184291456635014,
0.06962165315444746,
0.06927108042051287,
0.06493459826601422,
0.05575686023353888,
0.0429336099817103,
0.03621617115590361,
0.0249927631175383,
0.022868197195021752,
0.019076668023891234,
0.012626174554580169,
0.009358839782729592,
0.0070711199758210505
]
},
"cv_performance": {
"prediction": {
"accuracy": 99.28571428571428,
"precision": 99.28571428571428,
"recall": 100.0,
"f1": 99.64106134447282
},
"selection": {
"precision": 0.9286412512218962,
"recall": 0.17167381974248927,
"f1": 0.28596916018860713,
"jaccard": 0.1434989089975613
}
}
}