{ | |
"significant_genes": { | |
"Variable": [ | |
"AGR3", | |
"FAM234B", | |
"FRMD4A", | |
"CACHD1", | |
"TAC1", | |
"DIRAS2", | |
"CLDN4", | |
"CACNB4", | |
"NRTN", | |
"AQP9" | |
], | |
"Coefficient": [ | |
-0.057394849677140064, | |
-0.04928050807756094, | |
-0.04188719951007128, | |
0.02432986828905174, | |
-0.020354036917797483, | |
-0.015438459700032816, | |
-0.01497208128232095, | |
0.007865312783592206, | |
-0.0062183948192822015, | |
-0.004644593273732463 | |
], | |
"Absolute Coefficient": [ | |
0.057394849677140064, | |
0.04928050807756094, | |
0.04188719951007128, | |
0.02432986828905174, | |
0.020354036917797483, | |
0.015438459700032816, | |
0.01497208128232095, | |
0.007865312783592206, | |
0.0062183948192822015, | |
0.004644593273732463 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 85.55555555555557, | |
"precision": 88.63133640552996, | |
"recall": 93.70034447898743, | |
"f1": 91.04242376905033 | |
}, | |
"selection": { | |
"precision": 4.824561403508771, | |
"recall": 0.2711864406779661, | |
"f1": 0.5124587647046619, | |
"jaccard": 0.2582855221402602 | |
} | |
} | |
} |