GenoTEX / output /regress /Osteoarthritis /significant_genes_condition_Breast_Cancer.json
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{
"significant_genes": {
"Variable": [
"MAP7D2",
"UNC5C",
"PER3",
"ADGRB3",
"KCNE4",
"FTO",
"HLF",
"IL11RA",
"SUMO2",
"DHRS1",
"DBP",
"MAN1C1",
"TNFRSF21",
"HEXD",
"UPP1",
"BMAL1",
"RMC1",
"SLC9A9",
"BAALC",
"HS3ST3A1"
],
"Coefficient": [
0.08190743939506068,
0.05020414276917612,
0.04501888573093808,
0.034928456860123656,
0.02230852446755434,
0.0180390337550866,
0.01738225322660172,
0.017105772134585685,
0.014674361160180121,
0.013654547379130827,
0.012787489564563924,
0.012560303041311605,
0.01120447888876732,
-0.009117448216634332,
-0.007622302034480449,
-0.007124060038079339,
-0.002926529363929941,
0.0014440837321135606,
-0.0013174835356312446,
-0.0002050783319250581
],
"Absolute Coefficient": [
0.08190743939506068,
0.05020414276917612,
0.04501888573093808,
0.034928456860123656,
0.02230852446755434,
0.0180390337550866,
0.01738225322660172,
0.017105772134585685,
0.014674361160180121,
0.013654547379130827,
0.012787489564563924,
0.012560303041311605,
0.01120447888876732,
0.009117448216634332,
0.007622302034480449,
0.007124060038079339,
0.002926529363929941,
0.0014440837321135606,
0.0013174835356312446,
0.0002050783319250581
]
},
"cv_performance": {
"prediction": {
"accuracy": 93.84615384615384,
"precision": 94.22943722943722,
"recall": 97.14285714285714,
"f1": 95.57919188214439
},
"selection": {
"precision": 2.0634920634920633,
"recall": 0.1932367149758454,
"f1": 0.3532163742690059,
"jaccard": 0.177391441157961
}
}
}