GenoTEX / output /regress /Liver_cirrhosis /significant_genes_condition_Insomnia.json
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{
"significant_genes": {
"Variable": [
"COL15A1",
"CXorf36",
"CLEC4M",
"GABRD",
"BMP10",
"UBE2T",
"CDH13",
"VPS45",
"AMIGO3",
"PLVAP",
"LOC146880",
"TMEM206"
],
"Coefficient": [
0.04458800937114461,
0.026551168099570987,
-0.024402383845071103,
0.015954622675443567,
-0.010583464534038476,
0.0076967501415515635,
0.005327939206927575,
0.004640104967067089,
0.004306733851500962,
0.00346486760054751,
0.0012759199520149388,
0.0005480916427844445
],
"Absolute Coefficient": [
0.04458800937114461,
0.026551168099570987,
0.024402383845071103,
0.015954622675443567,
0.010583464534038476,
0.0076967501415515635,
0.005327939206927575,
0.004640104967067089,
0.004306733851500962,
0.00346486760054751,
0.0012759199520149388,
0.0005480916427844445
]
},
"cv_performance": {
"prediction": {
"accuracy": 98.80952380952381,
"precision": 100.0,
"recall": 98.62510501606127,
"f1": 99.30166680469571
},
"selection": {
"precision": 9.984848484848484,
"recall": 0.9615384615384615,
"f1": 1.751550916271188,
"jaccard": 0.8835141210346249
}
}
}