GenoTEX / output /regress /Liver_cirrhosis /significant_genes_condition_Gender.json
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{
"significant_genes": {
"Variable": [
"CLEC4M",
"BMP10",
"GABRD",
"CDH13",
"CXorf36",
"MND1",
"CCL23",
"PVALB",
"C13orf26",
"PLVAP",
"COL15A1",
"C21orf62"
],
"Coefficient": [
-0.05627243880805492,
-0.05010121021219337,
0.020098727158497625,
0.015735323258686956,
0.01188041521766716,
0.00964117493250916,
-0.009175481632830322,
-0.008112794466312802,
-0.005433953487389609,
0.00508612895639201,
0.003195690982892276,
-0.0007782885936965575
],
"Absolute Coefficient": [
0.05627243880805492,
0.05010121021219337,
0.020098727158497625,
0.015735323258686956,
0.01188041521766716,
0.00964117493250916,
0.009175481632830322,
0.008112794466312802,
0.005433953487389609,
0.00508612895639201,
0.003195690982892276,
0.0007782885936965575
]
},
"cv_performance": {
"prediction": {
"accuracy": 99.04761904761905,
"precision": 99.73333333333333,
"recall": 99.1699530516432,
"f1": 99.44761904761904
},
"selection": {
"precision": 8.837606837606838,
"recall": 0.9615384615384615,
"f1": 1.7305005195084378,
"jaccard": 0.8728039583242511
}
}
}