GenoTEX / output /regress /Hypertrophic_Cardiomyopathy /significant_genes_condition_Obesity.json
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{
"significant_genes": {
"Variable": [
"RASD1",
"TUBA3E",
"MYH6",
"SERPINA3",
"CDC42EP4",
"PRKCD",
"DYRK1B",
"IRX2",
"CEBPD",
"TUBB4B",
"INPP1",
"FCN3",
"CSRNP1",
"CHN1",
"ASPSCR1",
"DDIT3"
],
"Coefficient": [
-0.08164596785173237,
-0.05356624522719422,
-0.04610588522858185,
-0.03349758577766306,
-0.02882953546612733,
-0.019877664859658924,
0.016006779418494006,
0.013149058225326088,
-0.012792555395959544,
-0.012235483386352906,
-0.006784680196269167,
-0.006063830190963025,
-0.0047685734394601765,
0.003207136683282645,
-0.0006233584124102136,
0.00023376401305145292
],
"Absolute Coefficient": [
0.08164596785173237,
0.05356624522719422,
0.04610588522858185,
0.03349758577766306,
0.02882953546612733,
0.019877664859658924,
0.016006779418494006,
0.013149058225326088,
0.012792555395959544,
0.012235483386352906,
0.006784680196269167,
0.006063830190963025,
0.0047685734394601765,
0.003207136683282645,
0.0006233584124102136,
0.00023376401305145292
]
},
"cv_performance": {
"prediction": {
"accuracy": 98.57142857142858,
"precision": 99.0,
"recall": 99.04761904761905,
"f1": 98.9993746091307
},
"selection": {
"precision": 5.328144078144078,
"recall": 0.6837606837606838,
"f1": 1.2100839951382338,
"jaccard": 0.6096537963945113
}
}
}