{ | |
"significant_genes": { | |
"Variable": [ | |
"MAP7D2", | |
"PHRF1", | |
"SOCS2", | |
"IRX3", | |
"RUNX1-IT1", | |
"UNC5C", | |
"PER3", | |
"SYDE2", | |
"HS3ST3A1", | |
"DCAF7", | |
"BAALC", | |
"NPAS3", | |
"SLC16A9", | |
"IL12RB2" | |
], | |
"Coefficient": [ | |
-0.05773937836384632, | |
0.05744028137494264, | |
-0.039353974724018394, | |
-0.03374679374575557, | |
0.030494176145748942, | |
-0.02666503092997609, | |
-0.02351158796832555, | |
-0.016009920381996844, | |
0.015604309827619383, | |
0.012658868338281093, | |
0.007244708012619362, | |
-0.0013806037669182897, | |
-0.0013009307999326573, | |
-0.00012177201151152387 | |
], | |
"Absolute Coefficient": [ | |
0.05773937836384632, | |
0.05744028137494264, | |
0.039353974724018394, | |
0.03374679374575557, | |
0.030494176145748942, | |
0.02666503092997609, | |
0.02351158796832555, | |
0.016009920381996844, | |
0.015604309827619383, | |
0.012658868338281093, | |
0.007244708012619362, | |
0.0013806037669182897, | |
0.0013009307999326573, | |
0.00012177201151152387 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 89.23076923076923, | |
"precision": 74.33333333333333, | |
"recall": 70.95238095238096, | |
"f1": 70.995670995671 | |
}, | |
"selection": { | |
"precision": 3.759803921568628, | |
"recall": 0.273972602739726, | |
"f1": 0.5106444623213465, | |
"jaccard": 0.2564133783200535 | |
} | |
} | |
} |