{ | |
"significant_genes": { | |
"Variable": [ | |
"AGR3", | |
"FAM234B", | |
"FRMD4A", | |
"TAC1", | |
"CACHD1", | |
"DIRAS2", | |
"CACNB4", | |
"CLDN4", | |
"NRTN", | |
"AQP9", | |
"TRIB2" | |
], | |
"Coefficient": [ | |
-0.05824242151392729, | |
-0.04854277118753522, | |
-0.04177895346102828, | |
-0.023178366786702848, | |
0.021137051914423208, | |
-0.017601286886895523, | |
0.011315102970507139, | |
-0.008804099056488109, | |
-0.0059243523415073536, | |
-0.004916520268441339, | |
0.002012808557041637 | |
], | |
"Absolute Coefficient": [ | |
0.05824242151392729, | |
0.04854277118753522, | |
0.04177895346102828, | |
0.023178366786702848, | |
0.021137051914423208, | |
0.017601286886895523, | |
0.011315102970507139, | |
0.008804099056488109, | |
0.0059243523415073536, | |
0.004916520268441339, | |
0.002012808557041637 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 86.11111111111111, | |
"precision": 89.15694687218603, | |
"recall": 93.72294001882435, | |
"f1": 91.29991834683752 | |
}, | |
"selection": { | |
"precision": 5.0678733031674215, | |
"recall": 0.2711864406779661, | |
"f1": 0.5144855144855145, | |
"jaccard": 0.25932133708611366 | |
} | |
} | |
} |