GenoTEX / output /regress /Psoriasis /significant_genes_condition_Crohns_Disease.json
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{
"significant_genes": {
"Variable": [
"AGR3",
"FRMD4A",
"FAM234B",
"TAC1",
"CACHD1",
"CACNB4",
"DIRAS2",
"CLDN4",
"NRTN",
"TRIB2",
"AQP9"
],
"Coefficient": [
-0.05877015540404594,
-0.04383168962316275,
-0.04382960006852188,
-0.023882016486736456,
0.01707665686313336,
0.01674811961902241,
-0.016404093051064866,
-0.006712153562255665,
-0.006348377079408941,
0.004975993356469396,
-0.004705890435938448
],
"Absolute Coefficient": [
0.05877015540404594,
0.04383168962316275,
0.04382960006852188,
0.023882016486736456,
0.01707665686313336,
0.01674811961902241,
0.016404093051064866,
0.006712153562255665,
0.006348377079408941,
0.004975993356469396,
0.004705890435938448
]
},
"cv_performance": {
"prediction": {
"accuracy": 86.66666666666667,
"precision": 89.74807987711213,
"recall": 93.72294001882435,
"f1": 91.59029947206436
},
"selection": {
"precision": 7.428571428571428,
"recall": 0.3389830508474576,
"f1": 0.6476941533648571,
"jaccard": 0.3261642780329562
}
}
}