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{
"significant_genes": {
"Variable": [
"NOP56",
"PRDX4",
"MED15",
"RANGRF",
"MAP2K6",
"OXTR",
"DNAH17",
"TRIL",
"C19orf12",
"RNASE12",
"SNRPN",
"MTCL2",
"SNORD12C",
"RFPL2",
"CLEC2D",
"YWHAE",
"CHST13",
"MIR630",
"LRFN3",
"RPF2",
"SUPT5H",
"TMEM106C",
"CNPY2",
"KCNH2",
"S1PR4"
],
"Coefficient": [
-0.044397863514156755,
-0.04384891359176486,
0.040104059796270214,
-0.03750042145638067,
-0.030362381973677514,
0.02772457897584389,
0.026077128877646134,
0.02571218604762987,
0.025469334409549498,
-0.023889164048105444,
-0.020505876775315745,
0.01923598459564759,
-0.01630286810003747,
-0.01031917437931542,
-0.008739801552009993,
-0.00845250074761283,
-0.00683095451579348,
-0.005653974964480216,
0.004474574834635258,
-0.0041063792233278,
0.0032791902097001643,
-0.0026074721412029274,
-0.002517354204857062,
-0.002428307583678083,
0.0014670031531131742
],
"Absolute Coefficient": [
0.044397863514156755,
0.04384891359176486,
0.040104059796270214,
0.03750042145638067,
0.030362381973677514,
0.02772457897584389,
0.026077128877646134,
0.02571218604762987,
0.025469334409549498,
0.023889164048105444,
0.020505876775315745,
0.01923598459564759,
0.01630286810003747,
0.01031917437931542,
0.008739801552009993,
0.00845250074761283,
0.00683095451579348,
0.005653974964480216,
0.004474574834635258,
0.0041063792233278,
0.0032791902097001643,
0.0026074721412029274,
0.002517354204857062,
0.002428307583678083,
0.0014670031531131742
]
},
"cv_performance": {
"prediction": {
"accuracy": 54.73684210526316,
"precision": 54.42460317460318,
"recall": 91.80952380952381,
"f1": 67.33651635720601
},
"selection": {
"precision": 8.509273044756915,
"recall": 0.32459425717852686,
"f1": 0.6247348479472234,
"jaccard": 0.31338165983883504
}
}
} |