GenoTEX / output /regress /Polycystic_Ovary_Syndrome /significant_genes_condition_Migraine.json
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{
"significant_genes": {
"Variable": [
"AASDH",
"ADAMTS14",
"A1BG",
"ABCB1",
"ABHD17B",
"AADAT",
"ADAM33",
"AA06",
"ABCB10",
"ABCA9",
"ABTB1",
"ADPGK",
"A1CF",
"ACAD11",
"ARHGAP1",
"ABCC13",
"AOPEP",
"ADH4",
"ADAMTS1",
"AFF3",
"ADAT2",
"ADAM22",
"ABHD15",
"ABHD14B",
"ADAM12",
"PRR19",
"ADAMTSL4",
"ADCY1",
"CYP4V2",
"CERS6",
"AP1G1",
"AKNA",
"ABHD4",
"ASB3",
"ABHD12",
"ABL2",
"AKAP13",
"ACKR3",
"ALKBH5",
"ACVR2A",
"GABPB1-AS1",
"C4orf46",
"MCUR1",
"ADAMTS6",
"ADCY5",
"CENPO",
"MEAK7",
"ALPK1",
"ADAM23",
"FAHD2CP",
"CELF2",
"ANAPC1",
"ATG10",
"HECA",
"ADPRH",
"ACCS",
"CHEK1",
"ABHD17C",
"CCDC57",
"COX3",
"CRTAP",
"ARSK",
"C6orf163",
"CDK3",
"ARHGEF11",
"MCHR1",
"MAP3K13",
"ANKFN1",
"ACAA2"
],
"Coefficient": [
-0.12750129754384448,
0.07277824183113679,
0.0634925771364217,
-0.054527866106843965,
-0.0533337104055063,
0.052746045845222925,
-0.044735282337341684,
0.03675365260357235,
-0.03281724786320012,
-0.030492761846319962,
0.029664577674085625,
0.0295326372300772,
0.029196880507512124,
0.028770742202198628,
0.028373545233991153,
0.027405543701557386,
-0.02515828333903623,
-0.02393681663221001,
0.02028428824574916,
0.01867738825347648,
-0.018602105113579324,
-0.01835225922646933,
-0.016787058489454984,
0.013810925650935602,
0.011349290883272654,
0.010418233250002183,
-0.00981277391003861,
0.008406686928322743,
-0.006672353324362347,
0.006629287253506045,
0.005642981370085517,
-0.005472672719786574,
-0.0054219825698451915,
0.004630072479768664,
0.004296562132574391,
0.0037949317633870602,
0.0036687683725779695,
-0.0035767562147334684,
-0.003442366158090568,
-0.0030520414690528522,
0.0030481028293845936,
0.0029725755434457466,
-0.002908247765819206,
-0.0028453535478657737,
-0.002677007940675692,
0.0025346398300713237,
0.0024209035072830483,
0.001516981755335259,
0.0015020723955869386,
-0.0011023895686909499,
0.0011015909989883072,
-0.001021588345261414,
0.0009808231938855337,
0.0008370659583796394,
-0.000815092574375522,
0.000658461231252613,
-0.00043379253291251274,
0.00037974845514829195,
0.00037515555788694515,
-0.00017256490027141178,
-0.00015653566896028776,
0.00013760636854750813,
0.00012331304571471508,
6.014112493642655e-05,
3.9287808037400694e-05,
1.8433124213864703e-05,
1.3837499464237372e-05,
-5.719488972271346e-06,
1.3968776756912826e-06
],
"Absolute Coefficient": [
0.12750129754384448,
0.07277824183113679,
0.0634925771364217,
0.054527866106843965,
0.0533337104055063,
0.052746045845222925,
0.044735282337341684,
0.03675365260357235,
0.03281724786320012,
0.030492761846319962,
0.029664577674085625,
0.0295326372300772,
0.029196880507512124,
0.028770742202198628,
0.028373545233991153,
0.027405543701557386,
0.02515828333903623,
0.02393681663221001,
0.02028428824574916,
0.01867738825347648,
0.018602105113579324,
0.01835225922646933,
0.016787058489454984,
0.013810925650935602,
0.011349290883272654,
0.010418233250002183,
0.00981277391003861,
0.008406686928322743,
0.006672353324362347,
0.006629287253506045,
0.005642981370085517,
0.005472672719786574,
0.0054219825698451915,
0.004630072479768664,
0.004296562132574391,
0.0037949317633870602,
0.0036687683725779695,
0.0035767562147334684,
0.003442366158090568,
0.0030520414690528522,
0.0030481028293845936,
0.0029725755434457466,
0.002908247765819206,
0.0028453535478657737,
0.002677007940675692,
0.0025346398300713237,
0.0024209035072830483,
0.001516981755335259,
0.0015020723955869386,
0.0011023895686909499,
0.0011015909989883072,
0.001021588345261414,
0.0009808231938855337,
0.0008370659583796394,
0.000815092574375522,
0.000658461231252613,
0.00043379253291251274,
0.00037974845514829195,
0.00037515555788694515,
0.00017256490027141178,
0.00015653566896028776,
0.00013760636854750813,
0.00012331304571471508,
6.014112493642655e-05,
3.9287808037400694e-05,
1.8433124213864703e-05,
1.3837499464237372e-05,
5.719488972271346e-06,
1.3968776756912826e-06
]
},
"cv_performance": {
"prediction": {
"accuracy": 86.66666666666666,
"precision": 60.0,
"recall": 50.0,
"f1": 53.33333333333333
},
"selection": {
"precision": 0.9874504260469174,
"recall": 1.9047619047619047,
"f1": 1.2981360949406375,
"jaccard": 0.6543978186609096
}
}
}