{ | |
"significant_genes": { | |
"Variable": [ | |
"AGR3", | |
"FAM234B", | |
"FRMD4A", | |
"TAC1", | |
"CACHD1", | |
"DIRAS2", | |
"CACNB4", | |
"CLDN4", | |
"NRTN", | |
"AQP9", | |
"TRIB2" | |
], | |
"Coefficient": [ | |
-0.058151404160737746, | |
-0.04902807571717396, | |
-0.040793352475655915, | |
-0.02299008744753067, | |
0.020410218601098318, | |
-0.0170509737074164, | |
0.011241311658449086, | |
-0.00887014216174916, | |
-0.006584251618981875, | |
-0.005048888839069304, | |
0.002640635785724907 | |
], | |
"Absolute Coefficient": [ | |
0.058151404160737746, | |
0.04902807571717396, | |
0.040793352475655915, | |
0.02299008744753067, | |
0.020410218601098318, | |
0.0170509737074164, | |
0.011241311658449086, | |
0.00887014216174916, | |
0.006584251618981875, | |
0.005048888839069304, | |
0.002640635785724907 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 86.66666666666667, | |
"precision": 89.27188940092167, | |
"recall": 94.41259519123813, | |
"f1": 91.69734675127935 | |
}, | |
"selection": { | |
"precision": 6.776165011459129, | |
"recall": 0.3389830508474576, | |
"f1": 0.6447841770514529, | |
"jaccard": 0.32468359270842156 | |
} | |
} | |
} |