GenoTEX / output /regress /Liver_cirrhosis /significant_genes_condition_Hypertension.json
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{
"significant_genes": {
"Variable": [
"CLEC4M",
"BMP10",
"PLVAP",
"GABRD",
"CDH13",
"PVALB",
"MND1",
"CXorf36",
"CCL23",
"C21orf62",
"UBE2T",
"C13orf26"
],
"Coefficient": [
-0.054150403300860704,
-0.04914995814373642,
0.01630998523318903,
0.01602557096017209,
0.015997677523102303,
-0.01291594245881599,
0.012577051019201983,
0.006458292131055857,
-0.00638306408663225,
-0.00482572457729475,
0.0030518872998376097,
-0.0012945873728855183
],
"Absolute Coefficient": [
0.054150403300860704,
0.04914995814373642,
0.01630998523318903,
0.01602557096017209,
0.015997677523102303,
0.01291594245881599,
0.012577051019201983,
0.006458292131055857,
0.00638306408663225,
0.00482572457729475,
0.0030518872998376097,
0.0012945873728855183
]
},
"cv_performance": {
"prediction": {
"accuracy": 99.28571428571429,
"precision": 100.0,
"recall": 99.1699530516432,
"f1": 99.58005752636625
},
"selection": {
"precision": 8.895104895104897,
"recall": 0.9615384615384615,
"f1": 1.733341156682118,
"jaccard": 0.8742484835830803
}
}
}