GenoTEX / output /regress /Rheumatoid_Arthritis /significant_genes_condition_Psoriasis.json
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{
"significant_genes": {
"Variable": [
"MAP7D2",
"PHRF1",
"SOCS2",
"IRX3",
"RUNX1-IT1",
"UNC5C",
"PER3",
"SYDE2",
"HS3ST3A1",
"DCAF7",
"BAALC",
"NPAS3",
"SLC16A9",
"IL12RB2"
],
"Coefficient": [
-0.05773937836384632,
0.05744028137494264,
-0.039353974724018394,
-0.03374679374575557,
0.030494176145748942,
-0.02666503092997609,
-0.02351158796832555,
-0.016009920381996844,
0.015604309827619383,
0.012658868338281093,
0.007244708012619362,
-0.0013806037669182897,
-0.0013009307999326573,
-0.00012177201151152387
],
"Absolute Coefficient": [
0.05773937836384632,
0.05744028137494264,
0.039353974724018394,
0.03374679374575557,
0.030494176145748942,
0.02666503092997609,
0.02351158796832555,
0.016009920381996844,
0.015604309827619383,
0.012658868338281093,
0.007244708012619362,
0.0013806037669182897,
0.0013009307999326573,
0.00012177201151152387
]
},
"cv_performance": {
"prediction": {
"accuracy": 89.23076923076923,
"precision": 74.33333333333333,
"recall": 70.95238095238096,
"f1": 70.995670995671
},
"selection": {
"precision": 3.759803921568628,
"recall": 0.273972602739726,
"f1": 0.5106444623213465,
"jaccard": 0.2564133783200535
}
}
}