{ | |
"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 | |
} | |
} | |
} |