GenoTEX / output /regress /Obesity /significant_genes_condition_Thyroid_Cancer.json
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{
"significant_genes": {
"Variable": [
"CLEC4M",
"BMP10",
"CDH13",
"GABRD",
"PLVAP",
"PVALB",
"TEX26",
"MND1",
"CDKN3",
"AMIGO3",
"DIPK2B",
"EPCIP"
],
"Coefficient": [
-0.06331838646274368,
-0.04412577179905432,
0.019340514892603092,
0.011598265026318536,
0.011002682798363058,
-0.009506265845515442,
-0.007233269894966482,
0.004201240198897979,
0.0028332947662560335,
0.002732840602541832,
0.0013941626063517648,
-0.0008974278876303162
],
"Absolute Coefficient": [
0.06331838646274368,
0.04412577179905432,
0.019340514892603092,
0.011598265026318536,
0.011002682798363058,
0.009506265845515442,
0.007233269894966482,
0.004201240198897979,
0.0028332947662560335,
0.002732840602541832,
0.0013941626063517648,
0.0008974278876303162
]
},
"cv_performance": {
"prediction": {
"accuracy": 98.0952380952381,
"precision": 99.72222222222221,
"recall": 98.16775067750677,
"f1": 98.9329541710494
},
"selection": {
"precision": 8.436008436008436,
"recall": 0.2777777777777778,
"f1": 0.5369429846816696,
"jaccard": 0.2693755390783195
}
}
}