{ | |
"significant_genes": { | |
"Variable": [ | |
"FAM234B", | |
"AGR3", | |
"FRMD4A", | |
"CACHD1", | |
"TAC1", | |
"NRTN", | |
"CACNB4", | |
"DIRAS2", | |
"AQP9", | |
"CLDN4", | |
"TRIB2", | |
"AASS" | |
], | |
"Coefficient": [ | |
-0.051972730101104835, | |
-0.049913188370505845, | |
-0.04083685781543056, | |
0.02309142534874137, | |
-0.018336787792069643, | |
-0.010113802054439494, | |
0.00964429489218091, | |
-0.009144295343389335, | |
-0.008426362200767739, | |
-0.005805512022219603, | |
0.004089432708502106, | |
0.0024069335069548357 | |
], | |
"Absolute Coefficient": [ | |
0.051972730101104835, | |
0.049913188370505845, | |
0.04083685781543056, | |
0.02309142534874137, | |
0.018336787792069643, | |
0.010113802054439494, | |
0.00964429489218091, | |
0.009144295343389335, | |
0.008426362200767739, | |
0.005805512022219603, | |
0.004089432708502106, | |
0.0024069335069548357 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 86.11111111111111, | |
"precision": 89.7123015873016, | |
"recall": 92.9821992780836, | |
"f1": 91.19903584096853 | |
}, | |
"selection": { | |
"precision": 5.833333333333333, | |
"recall": 0.2711864406779661, | |
"f1": 0.5178210459063439, | |
"jaccard": 0.2605973791713089 | |
} | |
} | |
} |