{ | |
"significant_genes": { | |
"Variable": [ | |
"COPS3", | |
"PTRH2", | |
"BET1", | |
"TTC21B", | |
"NSD1", | |
"INTS9", | |
"TMC4", | |
"TP53I3", | |
"AP3B1", | |
"TCEAL8", | |
"KAZALD1", | |
"SUPT16H", | |
"LSM1", | |
"GBA1LP", | |
"PRKAG3", | |
"S100A9", | |
"CHM", | |
"DDX11L9", | |
"PAIP2B", | |
"PSG8", | |
"TGFB2", | |
"IRF1", | |
"SYT12", | |
"IL17REL", | |
"PKP1", | |
"LAMA3", | |
"SLC46A1", | |
"FASTKD1", | |
"TMCC2", | |
"PHTF2", | |
"RHOA", | |
"GSTO1", | |
"DKK3", | |
"RAB11FIP4", | |
"WHAMMP2", | |
"LIPA", | |
"CARD17P", | |
"SELENOW", | |
"HOXA9", | |
"GCLC", | |
"C19orf53", | |
"CLIP4", | |
"LZTS2", | |
"GPC2", | |
"SPX", | |
"OTULIN", | |
"SNAR-I", | |
"HSD17B11", | |
"NEO1", | |
"PDSS2", | |
"POLRMT", | |
"FAM177A1", | |
"GSTA2", | |
"PSCA", | |
"TRAPPC12", | |
"RPL14", | |
"LRRD1", | |
"IFIH1", | |
"GLI2", | |
"GNL3", | |
"RINT1", | |
"ISG20", | |
"GEMIN4", | |
"TREM1", | |
"ARSI", | |
"MRTO4", | |
"RAB21", | |
"WRAP73", | |
"MARCHF9", | |
"HFE", | |
"GNG5", | |
"MBD3", | |
"RARRES1", | |
"FABP4", | |
"AP2S1", | |
"ANKZF1", | |
"SNORD36A", | |
"SLC7A6OS", | |
"H4C4", | |
"PRAMEF15", | |
"CYREN", | |
"INKA2", | |
"TUSC2", | |
"EGR1", | |
"URGCP", | |
"CYP1B1", | |
"DARS1", | |
"GPAT2", | |
"CSKMT", | |
"APOBEC3B", | |
"EIF5AL1", | |
"ATXN7L1", | |
"ATP5F1C", | |
"NEDD9", | |
"TTC23", | |
"PTPN12", | |
"PROK1", | |
"SPATA32", | |
"C4B", | |
"SPHK1", | |
"SUCO", | |
"ETAA1", | |
"FOSB", | |
"SLC6A12", | |
"IL1RAPL2", | |
"CFC1", | |
"ZNF33B", | |
"TPTE2", | |
"SDF2L1" | |
], | |
"Coefficient": [ | |
-0.04815997638219922, | |
0.04471234849019552, | |
-0.03460434868922544, | |
0.03396686404591264, | |
0.029718631461704687, | |
-0.020573025325107075, | |
-0.02005753453718366, | |
-0.0195098733536735, | |
0.019309191871451862, | |
-0.0188226382314768, | |
0.018654370361839135, | |
0.017749368803268214, | |
0.0177340466245754, | |
0.017644518661813453, | |
-0.0140856738251543, | |
0.01391455733114359, | |
-0.013834787540458205, | |
0.013034053609186011, | |
0.012588285168003959, | |
0.01209651492934831, | |
-0.01189251608448789, | |
0.011674210928639312, | |
0.011574829064253061, | |
0.010605400089334175, | |
0.010452953321266053, | |
-0.010092060914772553, | |
-0.0098407250169492, | |
-0.00957564597492653, | |
0.008643248831215176, | |
-0.008528978856685888, | |
-0.008393843411752056, | |
0.008104962809844804, | |
-0.0074479369066201995, | |
0.0068731058326009465, | |
0.00676306593565822, | |
0.006506105581800524, | |
0.006192924922197903, | |
0.005974453240749505, | |
-0.005815978373689633, | |
-0.005719869317411888, | |
0.005479996900639556, | |
0.0052352877807244945, | |
-0.005093515523498078, | |
0.00499522092266291, | |
-0.004799325134214446, | |
-0.00452333578601378, | |
-0.0042594875105872775, | |
0.004165565469374438, | |
-0.004017523768560385, | |
-0.004017351334268142, | |
-0.003925737238968956, | |
0.003916758923238445, | |
-0.003781499758467463, | |
-0.0037315357746894972, | |
-0.003701960942202005, | |
0.0036200703932762913, | |
0.0035693651111794043, | |
0.0035426565870129824, | |
-0.0033249175247567183, | |
-0.0031678892313704355, | |
-0.003102014177620882, | |
0.00308669272720178, | |
-0.003081223937003495, | |
0.003024264243530484, | |
0.003011525154829166, | |
0.00298459949378308, | |
0.002865088174535876, | |
-0.0028403329495310325, | |
-0.0027245576653620453, | |
0.0026721750438124824, | |
0.0025778551350825, | |
-0.0025511683782930535, | |
0.0024888632178349003, | |
0.0022688345166717197, | |
0.0021509203028657353, | |
-0.0021015834043511274, | |
-0.0021010829917514373, | |
0.0020488914713821652, | |
0.002039703947544201, | |
0.0019963827636464513, | |
-0.00167302762370953, | |
-0.0016339445977728898, | |
0.0016079047342306752, | |
-0.001584181756587269, | |
0.001544561422454568, | |
0.0015373159150086119, | |
-0.0015274240782843593, | |
-0.0014924911083017817, | |
0.0014296502843059804, | |
0.0012968286303000653, | |
-0.0012675018805385142, | |
0.0011360069218560142, | |
-0.001091890559714078, | |
-0.0010389874325283052, | |
0.0009665230747493878, | |
0.0009121868982037025, | |
-0.0008125246936410704, | |
0.0007273955319230124, | |
0.0006473073147971398, | |
-0.0006366932624083663, | |
0.0006329619279907318, | |
-0.00046100366817409454, | |
-0.0002864914664644213, | |
0.00018388838735173567, | |
0.00018219193062434842, | |
-9.630764441380442e-05, | |
-8.758657827279624e-05, | |
-8.753856630319766e-05, | |
7.333550933791925e-05 | |
], | |
"Absolute Coefficient": [ | |
0.04815997638219922, | |
0.04471234849019552, | |
0.03460434868922544, | |
0.03396686404591264, | |
0.029718631461704687, | |
0.020573025325107075, | |
0.02005753453718366, | |
0.0195098733536735, | |
0.019309191871451862, | |
0.0188226382314768, | |
0.018654370361839135, | |
0.017749368803268214, | |
0.0177340466245754, | |
0.017644518661813453, | |
0.0140856738251543, | |
0.01391455733114359, | |
0.013834787540458205, | |
0.013034053609186011, | |
0.012588285168003959, | |
0.01209651492934831, | |
0.01189251608448789, | |
0.011674210928639312, | |
0.011574829064253061, | |
0.010605400089334175, | |
0.010452953321266053, | |
0.010092060914772553, | |
0.0098407250169492, | |
0.00957564597492653, | |
0.008643248831215176, | |
0.008528978856685888, | |
0.008393843411752056, | |
0.008104962809844804, | |
0.0074479369066201995, | |
0.0068731058326009465, | |
0.00676306593565822, | |
0.006506105581800524, | |
0.006192924922197903, | |
0.005974453240749505, | |
0.005815978373689633, | |
0.005719869317411888, | |
0.005479996900639556, | |
0.0052352877807244945, | |
0.005093515523498078, | |
0.00499522092266291, | |
0.004799325134214446, | |
0.00452333578601378, | |
0.0042594875105872775, | |
0.004165565469374438, | |
0.004017523768560385, | |
0.004017351334268142, | |
0.003925737238968956, | |
0.003916758923238445, | |
0.003781499758467463, | |
0.0037315357746894972, | |
0.003701960942202005, | |
0.0036200703932762913, | |
0.0035693651111794043, | |
0.0035426565870129824, | |
0.0033249175247567183, | |
0.0031678892313704355, | |
0.003102014177620882, | |
0.00308669272720178, | |
0.003081223937003495, | |
0.003024264243530484, | |
0.003011525154829166, | |
0.00298459949378308, | |
0.002865088174535876, | |
0.0028403329495310325, | |
0.0027245576653620453, | |
0.0026721750438124824, | |
0.0025778551350825, | |
0.0025511683782930535, | |
0.0024888632178349003, | |
0.0022688345166717197, | |
0.0021509203028657353, | |
0.0021015834043511274, | |
0.0021010829917514373, | |
0.0020488914713821652, | |
0.002039703947544201, | |
0.0019963827636464513, | |
0.00167302762370953, | |
0.0016339445977728898, | |
0.0016079047342306752, | |
0.001584181756587269, | |
0.001544561422454568, | |
0.0015373159150086119, | |
0.0015274240782843593, | |
0.0014924911083017817, | |
0.0014296502843059804, | |
0.0012968286303000653, | |
0.0012675018805385142, | |
0.0011360069218560142, | |
0.001091890559714078, | |
0.0010389874325283052, | |
0.0009665230747493878, | |
0.0009121868982037025, | |
0.0008125246936410704, | |
0.0007273955319230124, | |
0.0006473073147971398, | |
0.0006366932624083663, | |
0.0006329619279907318, | |
0.00046100366817409454, | |
0.0002864914664644213, | |
0.00018388838735173567, | |
0.00018219193062434842, | |
9.630764441380442e-05, | |
8.758657827279624e-05, | |
8.753856630319766e-05, | |
7.333550933791925e-05 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 95.55555555555554, | |
"precision": 0.0, | |
"recall": 0.0, | |
"f1": 0.0 | |
}, | |
"selection": { | |
"precision": 6.293765570626638, | |
"recall": 1.7261904761904758, | |
"f1": 2.7066157463161913, | |
"jaccard": 1.3729857615586447 | |
} | |
} | |
} |