GenoTEX / output /regress /Rheumatoid_Arthritis /significant_genes_condition_Gender.json
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{
"significant_genes": {
"Variable": [
"ACVR1B",
"KCNK1",
"XAGE5",
"NCRNA00115",
"SPINLW1",
"SEMA4G",
"FAM82B",
"GAP43",
"FZD6",
"CYP2A6",
"FLJ25037",
"KCNJ16",
"ISL1",
"C16orf57",
"MGC27382",
"CTSZ",
"FILIP1"
],
"Coefficient": [
0.1363464548557141,
-0.08422711094219629,
-0.08200503543432465,
-0.07068443098637685,
0.04082007876040566,
0.03587096548821299,
0.022660145683226673,
0.005394974571163656,
-0.004654832374808843,
0.004242455904823106,
0.004202014751304768,
0.004108295461144526,
0.0027049660460262684,
-0.0017490869485127128,
0.0012369586515857418,
-0.001191450992914683,
-0.0009758600748465023
],
"Absolute Coefficient": [
0.1363464548557141,
0.08422711094219629,
0.08200503543432465,
0.07068443098637685,
0.04082007876040566,
0.03587096548821299,
0.022660145683226673,
0.005394974571163656,
0.004654832374808843,
0.004242455904823106,
0.004202014751304768,
0.004108295461144526,
0.0027049660460262684,
0.0017490869485127128,
0.0012369586515857418,
0.001191450992914683,
0.0009758600748465023
]
},
"cv_performance": {
"prediction": {
"accuracy": 80.0,
"precision": 95.0,
"recall": 66.66666666666666,
"f1": 73.80952380952381
},
"selection": {
"precision": 3.0681818181818183,
"recall": 0.19801980198019803,
"f1": 0.371279665762157,
"jaccard": 0.18650552125902095
}
}
}