GenoTEX / output /regress /Hypertrophic_Cardiomyopathy /significant_genes_condition_Age.json
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{
"significant_genes": {
"Variable": [
"RASD1",
"TUBA3E",
"MYH6",
"CDC42EP4",
"TUBA3D",
"DYRK1B",
"TUBA3C",
"MGST1",
"FCN3",
"CHN1",
"MAP3K6",
"SOX4",
"EDNRA",
"TUBB4B"
],
"Coefficient": [
-0.0825392327222052,
-0.05240493247101508,
-0.04393372930399922,
-0.03999106232944596,
-0.02170672663832934,
0.020088612698353502,
-0.015855431645910235,
-0.014978394871133085,
-0.009082942270580905,
0.008921278562390549,
-0.007441333087081875,
0.0042080646834383225,
0.0030122800989286678,
-0.001096835305205591
],
"Absolute Coefficient": [
0.0825392327222052,
0.05240493247101508,
0.04393372930399922,
0.03999106232944596,
0.02170672663832934,
0.020088612698353502,
0.015855431645910235,
0.014978394871133085,
0.009082942270580905,
0.008921278562390549,
0.007441333087081875,
0.0042080646834383225,
0.0030122800989286678,
0.001096835305205591
]
},
"cv_performance": {
"prediction": {
"accuracy": 99.28571428571429,
"precision": 99.0,
"recall": 100.0,
"f1": 99.48717948717949
},
"selection": {
"precision": 7.381598793363499,
"recall": 0.8547008547008549,
"f1": 1.529385112168868,
"jaccard": 0.7705864552647373
}
}
}