{ | |
"significant_genes": { | |
"Variable": [ | |
"AGR3", | |
"FAM234B", | |
"FRMD4A", | |
"TAC1", | |
"CACHD1", | |
"CLDN4", | |
"DIRAS2", | |
"CACNB4", | |
"NRTN", | |
"AQP9" | |
], | |
"Coefficient": [ | |
-0.0617046832437957, | |
-0.051225891971122754, | |
-0.03131668182872703, | |
-0.02271000403536295, | |
0.018742316975110602, | |
-0.017495939951943085, | |
-0.015927579830741438, | |
0.011250508889089959, | |
-0.004995717650429876, | |
-0.004901819688197362 | |
], | |
"Absolute Coefficient": [ | |
0.0617046832437957, | |
0.051225891971122754, | |
0.03131668182872703, | |
0.02271000403536295, | |
0.018742316975110602, | |
0.017495939951943085, | |
0.015927579830741438, | |
0.011250508889089959, | |
0.004995717650429876, | |
0.004901819688197362 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 86.66666666666666, | |
"precision": 89.79186750710667, | |
"recall": 93.72294001882435, | |
"f1": 91.56781902853129 | |
}, | |
"selection": { | |
"precision": 9.106643356643357, | |
"recall": 0.4067796610169491, | |
"f1": 0.7775887151342566, | |
"jaccard": 0.39131501878576885 | |
} | |
} | |
} |