{ | |
"significant_genes": { | |
"Variable": [ | |
"NELL1", | |
"SLC9B2", | |
"CHST3", | |
"KCNK12", | |
"DSPP", | |
"POLR3A", | |
"JAK1", | |
"TUBB2B", | |
"FIBP", | |
"ADCY8", | |
"WBP1L", | |
"LRRC37A4P", | |
"IRS4", | |
"DAP", | |
"SLC35B4", | |
"STPG4", | |
"CYP4V2" | |
], | |
"Coefficient": [ | |
0.05687497394663842, | |
0.0474915068830099, | |
0.03844517574233851, | |
-0.028843971749098692, | |
0.027931127534673573, | |
0.024049122412188262, | |
-0.018816440949823765, | |
0.013843391385066765, | |
0.011974184765921539, | |
0.009269460019399167, | |
0.009063781077299696, | |
-0.008091187968216278, | |
0.006877696636338579, | |
0.00410695522200816, | |
0.0011794402035567144, | |
-0.0010451671845266742, | |
8.754546655995732e-05 | |
], | |
"Absolute Coefficient": [ | |
0.05687497394663842, | |
0.0474915068830099, | |
0.03844517574233851, | |
0.028843971749098692, | |
0.027931127534673573, | |
0.024049122412188262, | |
0.018816440949823765, | |
0.013843391385066765, | |
0.011974184765921539, | |
0.009269460019399167, | |
0.009063781077299696, | |
0.008091187968216278, | |
0.006877696636338579, | |
0.00410695522200816, | |
0.0011794402035567144, | |
0.0010451671845266742, | |
8.754546655995732e-05 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 86.66666666666667, | |
"precision": 40.0, | |
"recall": 20.0, | |
"f1": 26.666666666666664 | |
}, | |
"selection": { | |
"precision": 7.121212121212122, | |
"recall": 0.3864734299516908, | |
"f1": 0.7331071174228142, | |
"jaccard": 0.36909420306875174 | |
} | |
} | |
} |