GenoTEX / p3 /regress /Cervical_Cancer /significant_genes_condition_Hypertension.json
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{
"significant_genes": {
"Variable": [
"CCL21",
"TTC12",
"MED8",
"LRRFIP2",
"ZW10",
"HESX1",
"ZNF101",
"CD274",
"KIF23",
"FANCD2OS",
"HAL"
],
"Coefficient": [
-0.029502977464275677,
-0.01531471044043668,
-0.01213161961879849,
-0.011304732081130498,
-0.010595138177644221,
-0.00991822744117756,
-0.007404118995197445,
-0.006773405211883486,
-0.0062123658819564056,
-0.0058014885027655415,
-0.004942944781264244
],
"Absolute Coefficient": [
0.029502977464275677,
0.01531471044043668,
0.01213161961879849,
0.011304732081130498,
0.010595138177644221,
0.00991822744117756,
0.007404118995197445,
0.006773405211883486,
0.0062123658819564056,
0.0058014885027655415,
0.004942944781264244
]
},
"cv_performance": {
"prediction": {
"accuracy": 89.33333333333333,
"precision": 89.33333333333333,
"recall": 100.0,
"f1": 94.28024083196497
},
"selection": {
"precision": 2.2222222222222223,
"recall": 0.4444444444444445,
"f1": 0.7407407407407407,
"jaccard": 0.37735849056603776
}
}
}