{ | |
"significant_genes": { | |
"Variable": [ | |
"TREM2", | |
"C7", | |
"TLR8", | |
"ARNT2", | |
"PVR", | |
"LOXL2", | |
"KIF2C", | |
"FAM30A", | |
"CGAS", | |
"TICAM1", | |
"ITGAV", | |
"VEGFC" | |
], | |
"Coefficient": [ | |
-0.06257860533402045, | |
0.04867821797517009, | |
-0.03971934207200878, | |
-0.03853313650577522, | |
-0.03635852451450526, | |
-0.024639934196681906, | |
-0.01983319903239569, | |
0.018593183053008524, | |
-0.018237485945916048, | |
-0.014415347511024024, | |
-0.006632008287608897, | |
-0.0012233559504354 | |
], | |
"Absolute Coefficient": [ | |
0.06257860533402045, | |
0.04867821797517009, | |
0.03971934207200878, | |
0.03853313650577522, | |
0.03635852451450526, | |
0.024639934196681906, | |
0.01983319903239569, | |
0.018593183053008524, | |
0.018237485945916048, | |
0.014415347511024024, | |
0.006632008287608897, | |
0.0012233559504354 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 73.33333333333334, | |
"precision": 73.33333333333333, | |
"recall": 73.33333333333333, | |
"f1": 71.6103896103896 | |
}, | |
"selection": { | |
"precision": 1.5384615384615385, | |
"recall": 4.0, | |
"f1": 2.2222222222222223, | |
"jaccard": 1.176470588235294 | |
} | |
} | |
} |