{ | |
"significant_genes": { | |
"Variable": [ | |
"BTC", | |
"SYDE2", | |
"PHYHIP", | |
"OR6N2", | |
"PGAM2", | |
"SP5", | |
"ADCY7", | |
"CFTR", | |
"ZBED10P", | |
"SELE", | |
"ODAD3", | |
"SRA1", | |
"HHATL", | |
"S100A8", | |
"HS3ST3A1" | |
], | |
"Coefficient": [ | |
-0.08420353578617829, | |
-0.06708358269718322, | |
-0.05334870702691361, | |
0.046873855375520246, | |
-0.03684658384309902, | |
-0.031703223701806824, | |
0.02750182436706807, | |
-0.02586130330396803, | |
0.017619432079748337, | |
0.017377046912134448, | |
-0.012531750476225971, | |
0.008969254994853433, | |
-0.00821708812458326, | |
0.008024237155493542, | |
0.0061470633130890975 | |
], | |
"Absolute Coefficient": [ | |
0.08420353578617829, | |
0.06708358269718322, | |
0.05334870702691361, | |
0.046873855375520246, | |
0.03684658384309902, | |
0.031703223701806824, | |
0.02750182436706807, | |
0.02586130330396803, | |
0.017619432079748337, | |
0.017377046912134448, | |
0.012531750476225971, | |
0.008969254994853433, | |
0.00821708812458326, | |
0.008024237155493542, | |
0.0061470633130890975 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 87.5, | |
"precision": 90.0, | |
"recall": 87.0, | |
"f1": 88.33333333333333 | |
}, | |
"selection": { | |
"precision": 1.4285714285714284, | |
"recall": 0.15748031496062992, | |
"f1": 0.28368794326241137, | |
"jaccard": 0.14285714285714285 | |
} | |
} | |
} |