{ | |
"significant_genes": { | |
"Variable": [ | |
"MAP7D2", | |
"UNC5C", | |
"PER3", | |
"ADGRB3", | |
"KCNE4", | |
"FTO", | |
"HLF", | |
"IL11RA", | |
"SUMO2", | |
"DHRS1", | |
"DBP", | |
"MAN1C1", | |
"TNFRSF21", | |
"HEXD", | |
"UPP1", | |
"BMAL1", | |
"RMC1", | |
"SLC9A9", | |
"BAALC", | |
"HS3ST3A1" | |
], | |
"Coefficient": [ | |
0.08190743939506068, | |
0.05020414276917612, | |
0.04501888573093808, | |
0.034928456860123656, | |
0.02230852446755434, | |
0.0180390337550866, | |
0.01738225322660172, | |
0.017105772134585685, | |
0.014674361160180121, | |
0.013654547379130827, | |
0.012787489564563924, | |
0.012560303041311605, | |
0.01120447888876732, | |
-0.009117448216634332, | |
-0.007622302034480449, | |
-0.007124060038079339, | |
-0.002926529363929941, | |
0.0014440837321135606, | |
-0.0013174835356312446, | |
-0.0002050783319250581 | |
], | |
"Absolute Coefficient": [ | |
0.08190743939506068, | |
0.05020414276917612, | |
0.04501888573093808, | |
0.034928456860123656, | |
0.02230852446755434, | |
0.0180390337550866, | |
0.01738225322660172, | |
0.017105772134585685, | |
0.014674361160180121, | |
0.013654547379130827, | |
0.012787489564563924, | |
0.012560303041311605, | |
0.01120447888876732, | |
0.009117448216634332, | |
0.007622302034480449, | |
0.007124060038079339, | |
0.002926529363929941, | |
0.0014440837321135606, | |
0.0013174835356312446, | |
0.0002050783319250581 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 93.84615384615384, | |
"precision": 94.22943722943722, | |
"recall": 97.14285714285714, | |
"f1": 95.57919188214439 | |
}, | |
"selection": { | |
"precision": 2.0634920634920633, | |
"recall": 0.1932367149758454, | |
"f1": 0.3532163742690059, | |
"jaccard": 0.177391441157961 | |
} | |
} | |
} |