{ | |
"significant_genes": { | |
"Variable": [ | |
"KATNIP", | |
"CMTM4", | |
"GABBR1", | |
"RBPJ", | |
"TOP1MT", | |
"NEDD8", | |
"DCAF1", | |
"SPAG1", | |
"MZF1", | |
"PLCB1", | |
"ENAH", | |
"ZNF438", | |
"TBCA", | |
"IGFBP5", | |
"UCN2", | |
"BPTF", | |
"PSTPIP1", | |
"VGF", | |
"MEGF8", | |
"SCARF2", | |
"NFKBIA", | |
"MRPL15", | |
"CERS1", | |
"RNU1-4", | |
"PAWR", | |
"HDDC3" | |
], | |
"Coefficient": [ | |
0.059293774191538064, | |
0.05080962950955538, | |
-0.03772115530323716, | |
0.028231534714093807, | |
0.02115526062334448, | |
-0.020329773088010275, | |
0.017708750873795, | |
0.016358181308715195, | |
0.015121362822794407, | |
-0.014754781164342213, | |
0.012771687212037983, | |
0.012455531554470902, | |
-0.012291261198680828, | |
0.012109696652918993, | |
0.01192585746177517, | |
0.008654234465026707, | |
0.00796410346863759, | |
-0.0073068799122088576, | |
0.004595269326618807, | |
0.003255328863540377, | |
0.0024660629111980625, | |
-0.002004774801054802, | |
0.001996971955491398, | |
0.0017422229557171182, | |
0.0016031336676101328, | |
-0.0002525107885889956 | |
], | |
"Absolute Coefficient": [ | |
0.059293774191538064, | |
0.05080962950955538, | |
0.03772115530323716, | |
0.028231534714093807, | |
0.02115526062334448, | |
0.020329773088010275, | |
0.017708750873795, | |
0.016358181308715195, | |
0.015121362822794407, | |
0.014754781164342213, | |
0.012771687212037983, | |
0.012455531554470902, | |
0.012291261198680828, | |
0.012109696652918993, | |
0.01192585746177517, | |
0.008654234465026707, | |
0.00796410346863759, | |
0.0073068799122088576, | |
0.004595269326618807, | |
0.003255328863540377, | |
0.0024660629111980625, | |
0.002004774801054802, | |
0.001996971955491398, | |
0.0017422229557171182, | |
0.0016031336676101328, | |
0.0002525107885889956 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 84.61538461538461, | |
"precision": 86.6547619047619, | |
"recall": 82.33500417710944, | |
"f1": 83.96933510246204 | |
}, | |
"selection": { | |
"precision": 5.76007326007326, | |
"recall": 0.17262638717632553, | |
"f1": 0.3351586735544626, | |
"jaccard": 0.1678950483119654 | |
} | |
} | |
} |