{ | |
"significant_genes": { | |
"Variable": [ | |
"AGR3", | |
"FRMD4A", | |
"FAM234B", | |
"TAC1", | |
"CACHD1", | |
"CACNB4", | |
"DIRAS2", | |
"CLDN4", | |
"NRTN", | |
"TRIB2", | |
"AQP9" | |
], | |
"Coefficient": [ | |
-0.05877015540404594, | |
-0.04383168962316275, | |
-0.04382960006852188, | |
-0.023882016486736456, | |
0.01707665686313336, | |
0.01674811961902241, | |
-0.016404093051064866, | |
-0.006712153562255665, | |
-0.006348377079408941, | |
0.004975993356469396, | |
-0.004705890435938448 | |
], | |
"Absolute Coefficient": [ | |
0.05877015540404594, | |
0.04383168962316275, | |
0.04382960006852188, | |
0.023882016486736456, | |
0.01707665686313336, | |
0.01674811961902241, | |
0.016404093051064866, | |
0.006712153562255665, | |
0.006348377079408941, | |
0.004975993356469396, | |
0.004705890435938448 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 86.66666666666667, | |
"precision": 89.74807987711213, | |
"recall": 93.72294001882435, | |
"f1": 91.59029947206436 | |
}, | |
"selection": { | |
"precision": 7.428571428571428, | |
"recall": 0.3389830508474576, | |
"f1": 0.6476941533648571, | |
"jaccard": 0.3261642780329562 | |
} | |
} | |
} |