{ | |
"significant_genes": { | |
"Variable": [ | |
"RGPD8", | |
"SPDYE2", | |
"PCDHGB2", | |
"FAM136BP", | |
"DEFB129", | |
"C16orf90", | |
"PRAMEF18", | |
"KASH5", | |
"PRB4", | |
"OR10A3", | |
"GARIN5B", | |
"TMPRSS11A", | |
"TMC3", | |
"NHERF4", | |
"XAGE3", | |
"KRTAP20-1", | |
"CRYGB", | |
"FAM83C", | |
"H2BC1", | |
"MS4A12" | |
], | |
"Coefficient": [ | |
-0.3540078279063116, | |
0.3220907930575223, | |
-0.19405641000975243, | |
-0.10333176471040517, | |
0.09545200558113996, | |
-0.08380567386831907, | |
-0.07964212579270565, | |
0.07184291456635014, | |
0.06962165315444746, | |
0.06927108042051287, | |
-0.06493459826601422, | |
0.05575686023353888, | |
-0.0429336099817103, | |
0.03621617115590361, | |
0.0249927631175383, | |
-0.022868197195021752, | |
0.019076668023891234, | |
-0.012626174554580169, | |
0.009358839782729592, | |
0.0070711199758210505 | |
], | |
"Absolute Coefficient": [ | |
0.3540078279063116, | |
0.3220907930575223, | |
0.19405641000975243, | |
0.10333176471040517, | |
0.09545200558113996, | |
0.08380567386831907, | |
0.07964212579270565, | |
0.07184291456635014, | |
0.06962165315444746, | |
0.06927108042051287, | |
0.06493459826601422, | |
0.05575686023353888, | |
0.0429336099817103, | |
0.03621617115590361, | |
0.0249927631175383, | |
0.022868197195021752, | |
0.019076668023891234, | |
0.012626174554580169, | |
0.009358839782729592, | |
0.0070711199758210505 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 99.28571428571428, | |
"precision": 99.28571428571428, | |
"recall": 100.0, | |
"f1": 99.64106134447282 | |
}, | |
"selection": { | |
"precision": 0.9286412512218962, | |
"recall": 0.17167381974248927, | |
"f1": 0.28596916018860713, | |
"jaccard": 0.1434989089975613 | |
} | |
} | |
} |