GenoTEX / output /regress /Osteoarthritis /significant_genes_condition_Polycystic_Ovary_Syndrome.json
Liu-Hy's picture
Add files using upload-large-folder tool
ad48107 verified
{
"significant_genes": {
"Variable": [
"MAP7D2",
"UNC5C",
"ADGRB3",
"PER3",
"BMAL1",
"HEXD",
"SLC9A9",
"DBP",
"IL11RA",
"SUMO2",
"TNFRSF21",
"DHRS1",
"RMC1",
"FOXRED2",
"MAN1C1",
"WNT5B",
"BAALC",
"KCNE4",
"HLF"
],
"Coefficient": [
0.08068491167480478,
0.05620927388351953,
0.04455517923826552,
0.040058747588821234,
-0.022405032949390714,
-0.020914881151611723,
0.017893762352424392,
0.01754698124821793,
0.015801183520860473,
0.015377375842145971,
0.013987381251727944,
0.01255561584642102,
-0.0071137248051247465,
0.006902565581680772,
0.006217647925098474,
0.005221748828756303,
-0.003095973386977125,
0.0024848401072496765,
0.0016932700885148113
],
"Absolute Coefficient": [
0.08068491167480478,
0.05620927388351953,
0.04455517923826552,
0.040058747588821234,
0.022405032949390714,
0.020914881151611723,
0.017893762352424392,
0.01754698124821793,
0.015801183520860473,
0.015377375842145971,
0.013987381251727944,
0.01255561584642102,
0.0071137248051247465,
0.006902565581680772,
0.006217647925098474,
0.005221748828756303,
0.003095973386977125,
0.0024848401072496765,
0.0016932700885148113
]
},
"cv_performance": {
"prediction": {
"accuracy": 91.53846153846155,
"precision": 92.59307359307358,
"recall": 96.03174603174604,
"f1": 94.06039488966319
},
"selection": {
"precision": 1.1111111111111112,
"recall": 0.0966183574879227,
"f1": 0.17777777777777776,
"jaccard": 0.08928571428571427
}
}
}