GenoTEX / output /regress /Osteoarthritis /significant_genes_condition_Age.json
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{
"significant_genes": {
"Variable": [
"TMEM131",
"JAK1",
"XKRY",
"GRK4",
"LRRC37A4P",
"CHST3",
"SFTPD",
"MORC1",
"TTPAL",
"MALT1",
"FAM131B",
"FNIP2",
"RAB36",
"DAW1",
"TSPAN15",
"STAR",
"ASRGL1",
"CHD5",
"CHD4",
"SREK1IP1",
"IL17RB",
"PRIMA1",
"HAO1",
"NR2C2AP",
"FCRLB",
"NELL1",
"SCFD2",
"XKRYP7"
],
"Coefficient": [
-0.08115660812010703,
-0.07719482076002565,
-0.05640816206295586,
0.04292370380769384,
-0.03515560931567248,
0.0329662634862635,
0.029587531499796368,
-0.028539527489850038,
0.027639615249873812,
-0.02348076711941965,
-0.023328476196357775,
0.016848418575598042,
0.014539776243309287,
0.014073003014171376,
0.009867333311498937,
-0.009636836115596932,
-0.008770366487254369,
-0.00835725709105515,
-0.005881889749024498,
0.005819069683393247,
-0.00512086305075619,
-0.005069254015603524,
-0.0033033170645797374,
0.002640615750449808,
-0.002635063227159511,
0.0008147014488761817,
0.0005248206071368834,
-2.2204460492503126e-16
],
"Absolute Coefficient": [
0.08115660812010703,
0.07719482076002565,
0.05640816206295586,
0.04292370380769384,
0.03515560931567248,
0.0329662634862635,
0.029587531499796368,
0.028539527489850038,
0.027639615249873812,
0.02348076711941965,
0.023328476196357775,
0.016848418575598042,
0.014539776243309287,
0.014073003014171376,
0.009867333311498937,
0.009636836115596932,
0.008770366487254369,
0.00835725709105515,
0.005881889749024498,
0.005819069683393247,
0.00512086305075619,
0.005069254015603524,
0.0033033170645797374,
0.002640615750449808,
0.002635063227159511,
0.0008147014488761817,
0.0005248206071368834,
2.2204460492503126e-16
]
},
"cv_performance": {
"prediction": {
"accuracy": 90.0,
"precision": 50.0,
"recall": 50.0,
"f1": 46.666666666666664
},
"selection": {
"precision": 4.364370412196498,
"recall": 0.48309178743961356,
"f1": 0.8695980953160797,
"jaccard": 0.4366978779785625
}
}
}