{ | |
"significant_genes": { | |
"Variable": [ | |
"CCL21", | |
"TTC12", | |
"MED8", | |
"LRRFIP2", | |
"ZW10", | |
"HESX1", | |
"ZNF101", | |
"CD274", | |
"KIF23", | |
"FANCD2OS", | |
"HAL" | |
], | |
"Coefficient": [ | |
-0.029502977464275677, | |
-0.01531471044043668, | |
-0.01213161961879849, | |
-0.011304732081130498, | |
-0.010595138177644221, | |
-0.00991822744117756, | |
-0.007404118995197445, | |
-0.006773405211883486, | |
-0.0062123658819564056, | |
-0.0058014885027655415, | |
-0.004942944781264244 | |
], | |
"Absolute Coefficient": [ | |
0.029502977464275677, | |
0.01531471044043668, | |
0.01213161961879849, | |
0.011304732081130498, | |
0.010595138177644221, | |
0.00991822744117756, | |
0.007404118995197445, | |
0.006773405211883486, | |
0.0062123658819564056, | |
0.0058014885027655415, | |
0.004942944781264244 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 89.33333333333333, | |
"precision": 89.33333333333333, | |
"recall": 100.0, | |
"f1": 94.28024083196497 | |
}, | |
"selection": { | |
"precision": 2.2222222222222223, | |
"recall": 0.4444444444444445, | |
"f1": 0.7407407407407407, | |
"jaccard": 0.37735849056603776 | |
} | |
} | |
} |