GenoTEX / output /regress /Osteoarthritis /significant_genes_condition_COVID-19.json
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{
"significant_genes": {
"Variable": [
"MAP7D2",
"UNC5C",
"ADGRB3",
"PER3",
"DBP",
"MAN1C1",
"HEXD",
"SUMO2",
"BMAL1",
"TNFRSF21",
"DHRS1",
"FTO",
"RMC1",
"ZFP90",
"SLC9A9",
"IL11RA",
"C1orf122",
"SH2B2"
],
"Coefficient": [
0.07732105536743265,
0.055673224781832224,
0.048676910872260816,
0.04242202745005977,
0.023763693849978756,
0.021198772019059318,
-0.018210068524469946,
0.01590030980792667,
-0.013596998070867894,
0.012343598162193346,
0.011022787597169997,
0.00941523501577971,
-0.008536894994663053,
0.007721506997590558,
0.007587084879264035,
0.0046813219239686486,
0.004636005088025896,
-0.004142924303111492
],
"Absolute Coefficient": [
0.07732105536743265,
0.055673224781832224,
0.048676910872260816,
0.04242202745005977,
0.023763693849978756,
0.021198772019059318,
0.018210068524469946,
0.01590030980792667,
0.013596998070867894,
0.012343598162193346,
0.011022787597169997,
0.00941523501577971,
0.008536894994663053,
0.007721506997590558,
0.007587084879264035,
0.0046813219239686486,
0.004636005088025896,
0.004142924303111492
]
},
"cv_performance": {
"prediction": {
"accuracy": 93.07692307692307,
"precision": 94.12417407154248,
"recall": 96.03174603174604,
"f1": 95.01020183947014
},
"selection": {
"precision": 2.352941176470588,
"recall": 0.1932367149758454,
"f1": 0.3571428571428572,
"jaccard": 0.17937219730941706
}
}
}