GenoTEX / output /regress /Stroke /significant_genes_condition_Obstructive_sleep_apnea.json
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{
"significant_genes": {
"Variable": [
"RGPD8",
"SPDYE2",
"PCDHGB2",
"FAM136BP",
"DEFB129",
"C16orf90",
"PRAMEF18",
"OR10A3",
"KASH5",
"PRB4",
"TMPRSS11A",
"GARIN5B",
"TMC3",
"NHERF4",
"XAGE3",
"KRTAP20-1",
"CRYGB",
"H2BC1",
"FAM83C",
"MS4A12"
],
"Coefficient": [
-0.3631612785455004,
0.3168077369136561,
-0.19385355799640813,
-0.103001916928018,
0.09701766557891763,
-0.0919508247054168,
-0.08069605387664691,
0.0789969287286851,
0.07244781883278147,
0.06540777232678849,
0.05843092398900416,
-0.05793741464133373,
-0.04306285138654152,
0.03261899005376314,
0.025868862864616104,
-0.02386782382750239,
0.019384165096083917,
0.012794552342365473,
-0.011781449056168947,
0.006018321397716156
],
"Absolute Coefficient": [
0.3631612785455004,
0.3168077369136561,
0.19385355799640813,
0.103001916928018,
0.09701766557891763,
0.0919508247054168,
0.08069605387664691,
0.0789969287286851,
0.07244781883278147,
0.06540777232678849,
0.05843092398900416,
0.05793741464133373,
0.04306285138654152,
0.03261899005376314,
0.025868862864616104,
0.02386782382750239,
0.019384165096083917,
0.012794552342365473,
0.011781449056168947,
0.006018321397716156
]
},
"cv_performance": {
"prediction": {
"accuracy": 99.28571428571428,
"precision": 99.28571428571428,
"recall": 100.0,
"f1": 99.64106134447282
},
"selection": {
"precision": 0.9235209235209234,
"recall": 0.17167381974248927,
"f1": 0.2855110749847592,
"jaccard": 0.14326830828269907
}
}
}