GenoTEX / output /regress /Rheumatoid_Arthritis /significant_genes_condition_Asthma.json
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{
"significant_genes": {
"Variable": [
"PHRF1",
"MAP7D2",
"SOCS2",
"UNC5C",
"HLF",
"IRX3",
"SYDE2",
"HS3ST3A1",
"ADGRB3",
"RUNX1-IT1",
"BAALC",
"IL12RB2",
"PER3"
],
"Coefficient": [
0.05831882051102199,
-0.054098169295665015,
-0.04754166575402197,
-0.0328399559145875,
-0.028319302035177095,
-0.027487160326818243,
-0.01923786167991448,
0.018411117799131186,
-0.010428528678997438,
0.009965679103247548,
0.008574210270320261,
-0.005847666572135331,
-0.0024261262395255186
],
"Absolute Coefficient": [
0.05831882051102199,
0.054098169295665015,
0.04754166575402197,
0.0328399559145875,
0.028319302035177095,
0.027487160326818243,
0.01923786167991448,
0.018411117799131186,
0.010428528678997438,
0.009965679103247548,
0.008574210270320261,
0.005847666572135331,
0.0024261262395255186
]
},
"cv_performance": {
"prediction": {
"accuracy": 89.23076923076923,
"precision": 74.33333333333333,
"recall": 70.95238095238096,
"f1": 70.995670995671
},
"selection": {
"precision": 2.4264705882352944,
"recall": 0.182648401826484,
"f1": 0.3397042913811756,
"jaccard": 0.17057646844880886
}
}
}