GenoTEX / output /regress /Obesity /significant_genes_condition_Cardiovascular_Disease.json
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{
"significant_genes": {
"Variable": [
"CLEC4M",
"BMP10",
"CDH13",
"PLVAP",
"GABRD",
"MND1",
"PVALB",
"CCL23",
"DIPK2B",
"EPCIP",
"UBE2T",
"TEX26"
],
"Coefficient": [
-0.05527090622719409,
-0.04899979196050518,
0.017902409187706383,
0.01598805529476102,
0.015603092225253853,
0.013335159354856683,
-0.012181907635917392,
-0.0069534534150546,
0.0062002754103962455,
-0.0045293293049055525,
0.001067105310454844,
-0.0010355422924795197
],
"Absolute Coefficient": [
0.05527090622719409,
0.04899979196050518,
0.017902409187706383,
0.01598805529476102,
0.015603092225253853,
0.013335159354856683,
0.012181907635917392,
0.0069534534150546,
0.0062002754103962455,
0.0045293293049055525,
0.001067105310454844,
0.0010355422924795197
]
},
"cv_performance": {
"prediction": {
"accuracy": 98.33333333333333,
"precision": 99.72972972972973,
"recall": 98.46468907932322,
"f1": 99.08678865200605
},
"selection": {
"precision": 6.580086580086579,
"recall": 0.2777777777777778,
"f1": 0.5328962620065413,
"jaccard": 0.26733854089803083
}
}
}