GenoTEX / output /regress /Liver_cirrhosis /significant_genes_condition_Osteoarthritis.json
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{
"significant_genes": {
"Variable": [
"CLEC4M",
"BMP10",
"CDH13",
"PVALB",
"CCL23",
"MND1",
"COL15A1",
"PLVAP",
"GABRD",
"C21orf62"
],
"Coefficient": [
-0.050873037398409905,
-0.037749410128869135,
0.02512476345176558,
-0.01937226905490176,
-0.01789464499066813,
0.012825278948998575,
0.010892678693716568,
0.006100986656756244,
0.005686293691302375,
-0.002716516049534112
],
"Absolute Coefficient": [
0.050873037398409905,
0.037749410128869135,
0.02512476345176558,
0.01937226905490176,
0.01789464499066813,
0.012825278948998575,
0.010892678693716568,
0.006100986656756244,
0.005686293691302375,
0.002716516049534112
]
},
"cv_performance": {
"prediction": {
"accuracy": 99.04761904761905,
"precision": 99.47368421052632,
"recall": 99.45164319248826,
"f1": 99.46080503499131
},
"selection": {
"precision": 5.356643356643358,
"recall": 0.5769230769230769,
"f1": 1.0405836218193198,
"jaccard": 0.5248435400371543
}
}
}