GenoTEX / output /regress /Osteoarthritis /significant_genes_condition_Prostate_Cancer.json
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{
"significant_genes": {
"Variable": [
"MAP7D2",
"PER3",
"ADGRB3",
"UNC5C",
"FTO",
"HLF",
"DBP",
"IL11RA",
"SUMO2",
"HEXD",
"RMC1",
"TNFRSF21",
"BAALC",
"UPP1",
"SLC9A9",
"FOXRED2",
"BMAL1",
"PJA2",
"PPP2R5D",
"C1orf122"
],
"Coefficient": [
0.09155128362597995,
0.043299600043511334,
0.0424072120530477,
0.03281512085034578,
0.028665258204271526,
0.025227652841156134,
0.020763721964340294,
0.019795570480676674,
0.016527142604252636,
-0.015630901592339003,
-0.00880659133430418,
0.008656759459606991,
-0.007799924110668914,
-0.0069143789207414446,
0.0035818231337903716,
0.003213860855383272,
-0.0029516663749149046,
0.0023938355790091175,
0.0012728188934162151,
0.00034373765201779375
],
"Absolute Coefficient": [
0.09155128362597995,
0.043299600043511334,
0.0424072120530477,
0.03281512085034578,
0.028665258204271526,
0.025227652841156134,
0.020763721964340294,
0.019795570480676674,
0.016527142604252636,
0.015630901592339003,
0.00880659133430418,
0.008656759459606991,
0.007799924110668914,
0.0069143789207414446,
0.0035818231337903716,
0.003213860855383272,
0.0029516663749149046,
0.0023938355790091175,
0.0012728188934162151,
0.00034373765201779375
]
},
"cv_performance": {
"prediction": {
"accuracy": 93.07692307692307,
"precision": 93.37229437229436,
"recall": 97.14285714285714,
"f1": 95.09336192263022
},
"selection": {
"precision": 3.3355614973262036,
"recall": 0.2898550724637681,
"f1": 0.5326161149638151,
"jaccard": 0.26749548699041265
}
}
}