{ | |
"significant_genes": { | |
"Variable": [ | |
"GLIS2", | |
"BAK1", | |
"PLSCR2", | |
"HOXC9", | |
"BHLHE23", | |
"IPO7", | |
"GTF2A1", | |
"DNAJC14", | |
"AVL9", | |
"WEE1", | |
"TMPRSS11E", | |
"NFATC2", | |
"LARP7", | |
"ISM1", | |
"LARS1", | |
"DIO2", | |
"CEP19", | |
"HOMER1", | |
"KLF15", | |
"SERPIND1", | |
"FAM161B", | |
"TGIF1", | |
"ZSCAN22", | |
"IRAG1", | |
"RSAD1", | |
"FBXO38", | |
"BCL6", | |
"FOS", | |
"SUPT3H", | |
"VSIG1", | |
"YIF1B", | |
"SLC41A1", | |
"CEP70", | |
"MAPK8IP2", | |
"KCNK12", | |
"TANGO2", | |
"ATP13A4", | |
"STMN3", | |
"CLIC6", | |
"B3GNT5", | |
"FCHO1", | |
"CRIPTO3", | |
"MVB12B" | |
], | |
"Coefficient": [ | |
-0.12101411492653759, | |
-0.06769556673581496, | |
0.05619431934972204, | |
-0.047338351818530064, | |
-0.04499948022948925, | |
0.04223603791090894, | |
0.03991756244997017, | |
-0.039415480716139956, | |
0.038251898857289864, | |
0.03430536981892694, | |
0.028074633014716514, | |
0.02767144651378078, | |
0.026642193330201788, | |
0.024806815585850864, | |
0.021695189477217984, | |
0.02005139463602669, | |
-0.019240527429921495, | |
0.017070851098662142, | |
0.014932590126604152, | |
0.014349457889183622, | |
0.013683232465783237, | |
0.012627515265021204, | |
-0.012447961217787308, | |
0.011305864388502788, | |
0.010306641436617851, | |
0.009357671789418024, | |
0.008764243010368121, | |
0.008112592887235348, | |
0.007577480840381073, | |
0.0065934298467506865, | |
-0.006424188140938203, | |
-0.005978495614819337, | |
0.005661939281240037, | |
-0.005032220951000168, | |
-0.004391155330655729, | |
-0.003991096314831586, | |
0.0036041448020999707, | |
-0.003118035490944483, | |
0.0028685323686963725, | |
-0.0018503956438019932, | |
-0.0018142739292350634, | |
0.0016593644228134414, | |
-0.0002401861602459551 | |
], | |
"Absolute Coefficient": [ | |
0.12101411492653759, | |
0.06769556673581496, | |
0.05619431934972204, | |
0.047338351818530064, | |
0.04499948022948925, | |
0.04223603791090894, | |
0.03991756244997017, | |
0.039415480716139956, | |
0.038251898857289864, | |
0.03430536981892694, | |
0.028074633014716514, | |
0.02767144651378078, | |
0.026642193330201788, | |
0.024806815585850864, | |
0.021695189477217984, | |
0.02005139463602669, | |
0.019240527429921495, | |
0.017070851098662142, | |
0.014932590126604152, | |
0.014349457889183622, | |
0.013683232465783237, | |
0.012627515265021204, | |
0.012447961217787308, | |
0.011305864388502788, | |
0.010306641436617851, | |
0.009357671789418024, | |
0.008764243010368121, | |
0.008112592887235348, | |
0.007577480840381073, | |
0.0065934298467506865, | |
0.006424188140938203, | |
0.005978495614819337, | |
0.005661939281240037, | |
0.005032220951000168, | |
0.004391155330655729, | |
0.003991096314831586, | |
0.0036041448020999707, | |
0.003118035490944483, | |
0.0028685323686963725, | |
0.0018503956438019932, | |
0.0018142739292350634, | |
0.0016593644228134414, | |
0.0002401861602459551 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 93.33333333333334, | |
"precision": 93.33333333333333, | |
"recall": 86.66666666666666, | |
"f1": 89.33333333333333 | |
}, | |
"selection": { | |
"precision": 2.302521008403361, | |
"recall": 0.2366863905325444, | |
"f1": 0.42924269941480003, | |
"jaccard": 0.2151986783757934 | |
} | |
} | |
} |