{ | |
"significant_genes": { | |
"Variable": [ | |
"GSTM4", | |
"LAMB3", | |
"CX3CL1", | |
"FGR", | |
"TNFRSF9", | |
"HLA-DQB1", | |
"CXCR5", | |
"MUC1", | |
"TLR6" | |
], | |
"Coefficient": [ | |
-0.12801218037775353, | |
0.08931689924821581, | |
-0.042023534183760675, | |
0.03815117023419097, | |
0.03799221859703457, | |
0.0193825170148209, | |
0.010549491183238264, | |
0.005110251482656638, | |
0.0038621395152941 | |
], | |
"Absolute Coefficient": [ | |
0.12801218037775353, | |
0.08931689924821581, | |
0.042023534183760675, | |
0.03815117023419097, | |
0.03799221859703457, | |
0.0193825170148209, | |
0.010549491183238264, | |
0.005110251482656638, | |
0.0038621395152941 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 82.22222222222221, | |
"precision": 85.88744588744589, | |
"recall": 83.34848484848484, | |
"f1": 83.80620523641119 | |
}, | |
"selection": { | |
"precision": 17.88045288045288, | |
"recall": 2.769230769230769, | |
"f1": 4.774755037912933, | |
"jaccard": 2.463978300598019 | |
} | |
} | |
} |