{ | |
"significant_genes": { | |
"Variable": [ | |
"AGR3", | |
"FAM234B", | |
"FRMD4A", | |
"TAC1", | |
"DIRAS2", | |
"CACHD1", | |
"CACNB4", | |
"CLDN4", | |
"AQP9", | |
"TRIB2", | |
"NRTN" | |
], | |
"Coefficient": [ | |
-0.06434016178265008, | |
-0.04302205210630615, | |
-0.0410009368712962, | |
-0.021879903096952837, | |
-0.021011892432819427, | |
0.019725254178741047, | |
0.01210347302982488, | |
-0.008560923265389809, | |
-0.004940341294108328, | |
0.00380109262426369, | |
-0.002907678337174282 | |
], | |
"Absolute Coefficient": [ | |
0.06434016178265008, | |
0.04302205210630615, | |
0.0410009368712962, | |
0.021879903096952837, | |
0.021011892432819427, | |
0.019725254178741047, | |
0.01210347302982488, | |
0.008560923265389809, | |
0.004940341294108328, | |
0.00380109262426369, | |
0.002907678337174282 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 85.55555555555557, | |
"precision": 88.63133640552996, | |
"recall": 93.70034447898743, | |
"f1": 91.04242376905033 | |
}, | |
"selection": { | |
"precision": 4.5054945054945055, | |
"recall": 0.20338983050847456, | |
"f1": 0.389190097927962, | |
"jaccard": 0.19565401918343095 | |
} | |
} | |
} |