GenoTEX / output /regress /Obesity /significant_genes_condition_Polycystic_Ovary_Syndrome.json
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{
"significant_genes": {
"Variable": [
"CLEC4M",
"BMP10",
"COL15A1",
"GABRD",
"CENPF",
"CCL23",
"CDH13",
"PLVAP",
"CSRNP1"
],
"Coefficient": [
-0.04595226327637579,
-0.04287657688000481,
0.0371251557758411,
0.01355310731392025,
0.012116508724029647,
-0.010367532591149963,
0.008014041603540698,
0.007857509246132613,
-0.0033261768490273074
],
"Absolute Coefficient": [
0.04595226327637579,
0.04287657688000481,
0.0371251557758411,
0.01355310731392025,
0.012116508724029647,
0.010367532591149963,
0.008014041603540698,
0.007857509246132613,
0.0033261768490273074
]
},
"cv_performance": {
"prediction": {
"accuracy": 99.28571428571429,
"precision": 99.73333333333333,
"recall": 99.48943089430894,
"f1": 99.61063394683028
},
"selection": {
"precision": 8.38888888888889,
"recall": 0.2777777777777778,
"f1": 0.5373767910680662,
"jaccard": 0.26959387718414984
}
}
}