{ | |
"significant_genes": { | |
"Variable": [ | |
"AGR3", | |
"FAM234B", | |
"FRMD4A", | |
"TAC1", | |
"CACHD1", | |
"DIRAS2", | |
"CACNB4", | |
"CLDN4", | |
"NRTN", | |
"AQP9", | |
"TRIB2" | |
], | |
"Coefficient": [ | |
-0.05695826932729764, | |
-0.04981182156770051, | |
-0.042232917397190546, | |
-0.023390237393792753, | |
0.021540776116663465, | |
-0.016698740133897435, | |
0.011086577910422904, | |
-0.008638306134658722, | |
-0.00695845179499167, | |
-0.004942826461180287, | |
0.0009165560730423373 | |
], | |
"Absolute Coefficient": [ | |
0.05695826932729764, | |
0.04981182156770051, | |
0.042232917397190546, | |
0.023390237393792753, | |
0.021540776116663465, | |
0.016698740133897435, | |
0.011086577910422904, | |
0.008638306134658722, | |
0.00695845179499167, | |
0.004942826461180287, | |
0.0009165560730423373 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 85.55555555555557, | |
"precision": 88.5722694528312, | |
"recall": 93.72294001882435, | |
"f1": 90.98297845612713 | |
}, | |
"selection": { | |
"precision": 5.467032967032967, | |
"recall": 0.2711864406779661, | |
"f1": 0.516554694745935, | |
"jaccard": 0.25953148292732753 | |
} | |
} | |
} |