{ | |
"significant_genes": { | |
"Variable": [ | |
"PHRF1", | |
"MAP7D2", | |
"SOCS2", | |
"UNC5C", | |
"HLF", | |
"IRX3", | |
"SYDE2", | |
"HS3ST3A1", | |
"ADGRB3", | |
"RUNX1-IT1", | |
"BAALC", | |
"IL12RB2", | |
"PER3" | |
], | |
"Coefficient": [ | |
0.05831882051102199, | |
-0.054098169295665015, | |
-0.04754166575402197, | |
-0.0328399559145875, | |
-0.028319302035177095, | |
-0.027487160326818243, | |
-0.01923786167991448, | |
0.018411117799131186, | |
-0.010428528678997438, | |
0.009965679103247548, | |
0.008574210270320261, | |
-0.005847666572135331, | |
-0.0024261262395255186 | |
], | |
"Absolute Coefficient": [ | |
0.05831882051102199, | |
0.054098169295665015, | |
0.04754166575402197, | |
0.0328399559145875, | |
0.028319302035177095, | |
0.027487160326818243, | |
0.01923786167991448, | |
0.018411117799131186, | |
0.010428528678997438, | |
0.009965679103247548, | |
0.008574210270320261, | |
0.005847666572135331, | |
0.0024261262395255186 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 89.23076923076923, | |
"precision": 74.33333333333333, | |
"recall": 70.95238095238096, | |
"f1": 70.995670995671 | |
}, | |
"selection": { | |
"precision": 2.4264705882352944, | |
"recall": 0.182648401826484, | |
"f1": 0.3397042913811756, | |
"jaccard": 0.17057646844880886 | |
} | |
} | |
} |