{ | |
"significant_genes": { | |
"Variable": [ | |
"MAP7D2", | |
"PER3", | |
"ADGRB3", | |
"UNC5C", | |
"MAN1C1", | |
"KCNE4", | |
"RMC1", | |
"QPRT", | |
"IL11RA", | |
"FTO", | |
"DUSP1", | |
"SUMO2", | |
"HEXD", | |
"USPL1", | |
"ZFP90" | |
], | |
"Coefficient": [ | |
0.07290188088383565, | |
0.06835141996076001, | |
0.06814146156871088, | |
0.037502154932690365, | |
0.031648045634965934, | |
0.020240095686289504, | |
-0.018555529363529166, | |
0.014840075574899138, | |
0.008639143780022548, | |
0.008568706055085565, | |
0.007335739076821781, | |
0.006060834331121054, | |
-0.003938530249413363, | |
-0.0029045128257947084, | |
0.002155941593365696 | |
], | |
"Absolute Coefficient": [ | |
0.07290188088383565, | |
0.06835141996076001, | |
0.06814146156871088, | |
0.037502154932690365, | |
0.031648045634965934, | |
0.020240095686289504, | |
0.018555529363529166, | |
0.014840075574899138, | |
0.008639143780022548, | |
0.008568706055085565, | |
0.007335739076821781, | |
0.006060834331121054, | |
0.003938530249413363, | |
0.0029045128257947084, | |
0.002155941593365696 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 91.53846153846153, | |
"precision": 89.9047619047619, | |
"recall": 98.0952380952381, | |
"f1": 93.68596315964736 | |
}, | |
"selection": { | |
"precision": 2.5, | |
"recall": 0.1932367149758454, | |
"f1": 0.3587443946188341, | |
"jaccard": 0.18018018018018017 | |
} | |
} | |
} |