GenoTEX / output /regress /Osteoarthritis /significant_genes_condition_Gender.json
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{
"significant_genes": {
"Variable": [
"NELL1",
"SLC9B2",
"CHST3",
"KCNK12",
"DSPP",
"POLR3A",
"JAK1",
"TUBB2B",
"FIBP",
"ADCY8",
"WBP1L",
"LRRC37A4P",
"IRS4",
"DAP",
"SLC35B4",
"STPG4",
"CYP4V2"
],
"Coefficient": [
0.05687497394663842,
0.0474915068830099,
0.03844517574233851,
-0.028843971749098692,
0.027931127534673573,
0.024049122412188262,
-0.018816440949823765,
0.013843391385066765,
0.011974184765921539,
0.009269460019399167,
0.009063781077299696,
-0.008091187968216278,
0.006877696636338579,
0.00410695522200816,
0.0011794402035567144,
-0.0010451671845266742,
8.754546655995732e-05
],
"Absolute Coefficient": [
0.05687497394663842,
0.0474915068830099,
0.03844517574233851,
0.028843971749098692,
0.027931127534673573,
0.024049122412188262,
0.018816440949823765,
0.013843391385066765,
0.011974184765921539,
0.009269460019399167,
0.009063781077299696,
0.008091187968216278,
0.006877696636338579,
0.00410695522200816,
0.0011794402035567144,
0.0010451671845266742,
8.754546655995732e-05
]
},
"cv_performance": {
"prediction": {
"accuracy": 86.66666666666667,
"precision": 40.0,
"recall": 20.0,
"f1": 26.666666666666664
},
"selection": {
"precision": 7.121212121212122,
"recall": 0.3864734299516908,
"f1": 0.7331071174228142,
"jaccard": 0.36909420306875174
}
}
}