GenoTEX / output /regress /Hypertrophic_Cardiomyopathy /significant_genes_condition_Gender.json
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{
"significant_genes": {
"Variable": [
"RASD1",
"TUBA3E",
"MYH6",
"CDC42EP4",
"DYRK1B",
"SERPINA3",
"CSRNP1",
"PRKCD",
"IRX2",
"CEBPD",
"TUBB4B",
"FCN3",
"JAK2",
"DDIT3",
"ASPSCR1",
"INPP1"
],
"Coefficient": [
-0.07920476574740973,
-0.06053554999175736,
-0.053413004170319626,
-0.03806769053525808,
0.024820208332333272,
-0.019345149277606378,
-0.012972219728726486,
-0.01223284119387271,
0.010640150922441052,
-0.008468542540227214,
-0.008076098983559286,
-0.0043735891594008725,
0.0042641501629277845,
0.004165676921141507,
-0.001383519842053438,
-0.0009642402779534329
],
"Absolute Coefficient": [
0.07920476574740973,
0.06053554999175736,
0.053413004170319626,
0.03806769053525808,
0.024820208332333272,
0.019345149277606378,
0.012972219728726486,
0.01223284119387271,
0.010640150922441052,
0.008468542540227214,
0.008076098983559286,
0.0043735891594008725,
0.0042641501629277845,
0.004165676921141507,
0.001383519842053438,
0.0009642402779534329
]
},
"cv_performance": {
"prediction": {
"accuracy": 99.28571428571429,
"precision": 99.0,
"recall": 100.0,
"f1": 99.48717948717949
},
"selection": {
"precision": 6.548265460030166,
"recall": 0.8547008547008549,
"f1": 1.5107338328076743,
"jaccard": 0.7611167582950403
}
}
}