{ | |
"significant_genes": { | |
"Variable": [ | |
"RGPD8", | |
"SPDYE2", | |
"PCDHGB2", | |
"FAM136BP", | |
"DEFB129", | |
"C16orf90", | |
"PRAMEF18", | |
"OR10A3", | |
"KASH5", | |
"PRB4", | |
"TMPRSS11A", | |
"GARIN5B", | |
"TMC3", | |
"NHERF4", | |
"XAGE3", | |
"KRTAP20-1", | |
"CRYGB", | |
"H2BC1", | |
"FAM83C", | |
"MS4A12" | |
], | |
"Coefficient": [ | |
-0.3631612785455004, | |
0.3168077369136561, | |
-0.19385355799640813, | |
-0.103001916928018, | |
0.09701766557891763, | |
-0.0919508247054168, | |
-0.08069605387664691, | |
0.0789969287286851, | |
0.07244781883278147, | |
0.06540777232678849, | |
0.05843092398900416, | |
-0.05793741464133373, | |
-0.04306285138654152, | |
0.03261899005376314, | |
0.025868862864616104, | |
-0.02386782382750239, | |
0.019384165096083917, | |
0.012794552342365473, | |
-0.011781449056168947, | |
0.006018321397716156 | |
], | |
"Absolute Coefficient": [ | |
0.3631612785455004, | |
0.3168077369136561, | |
0.19385355799640813, | |
0.103001916928018, | |
0.09701766557891763, | |
0.0919508247054168, | |
0.08069605387664691, | |
0.0789969287286851, | |
0.07244781883278147, | |
0.06540777232678849, | |
0.05843092398900416, | |
0.05793741464133373, | |
0.04306285138654152, | |
0.03261899005376314, | |
0.025868862864616104, | |
0.02386782382750239, | |
0.019384165096083917, | |
0.012794552342365473, | |
0.011781449056168947, | |
0.006018321397716156 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 99.28571428571428, | |
"precision": 99.28571428571428, | |
"recall": 100.0, | |
"f1": 99.64106134447282 | |
}, | |
"selection": { | |
"precision": 0.9235209235209234, | |
"recall": 0.17167381974248927, | |
"f1": 0.2855110749847592, | |
"jaccard": 0.14326830828269907 | |
} | |
} | |
} |