{ | |
"significant_genes": { | |
"Variable": [ | |
"OTC", | |
"COL4A1", | |
"HTN3", | |
"ZIC2", | |
"ESM1", | |
"CIDEC", | |
"PRSS58", | |
"ALG1L1P", | |
"CSRNP1", | |
"ADH4", | |
"HOXD11", | |
"C14orf180", | |
"ZNF114", | |
"AIM2", | |
"CFAP46", | |
"HOXC9", | |
"FAM74A3", | |
"PLA2G2E", | |
"CHST2", | |
"NUCB2", | |
"IL17F", | |
"IL11", | |
"PRB4", | |
"THRSP", | |
"NRG2", | |
"SHOX2", | |
"HOXA10", | |
"SLC35C1", | |
"ODF4", | |
"C4orf50", | |
"CXCL13", | |
"IL22", | |
"GRIN2D", | |
"FOXD2", | |
"DIPK1A", | |
"GPRIN1", | |
"LINC01599", | |
"BMF", | |
"GRAP", | |
"CDH24", | |
"KRT35", | |
"PLAC1", | |
"MMP9", | |
"DNMT3B", | |
"TIMP4", | |
"FAM167B", | |
"ABCG1", | |
"C18orf54", | |
"KRTAP13-1", | |
"ADAM12", | |
"E2F7", | |
"GARIN4", | |
"TMEM132A", | |
"CCL11", | |
"CNR2", | |
"MAP4K2", | |
"SEC14L3", | |
"POTEE", | |
"FRMPD2B", | |
"KRT32", | |
"EME1", | |
"LINC00314", | |
"ABTB1", | |
"HOXC6", | |
"C17orf67", | |
"PCDH17", | |
"FAM43B", | |
"RMI2", | |
"PARP12", | |
"FERD3L", | |
"RHAG", | |
"SPINK8", | |
"EAF2", | |
"SNX9", | |
"CELSR3", | |
"SLC6A17", | |
"CIMIP2B", | |
"SHROOM3", | |
"SLC36A1", | |
"HOXC8", | |
"HTR3B", | |
"SULT1C3", | |
"SLC28A1", | |
"SLC17A3", | |
"DPF1", | |
"SMR3B", | |
"H2AC11", | |
"MT1A", | |
"OR3A3", | |
"LAIR2", | |
"LEPROTL1", | |
"GTSF1L", | |
"PDE6A", | |
"LIPI", | |
"FCRL2", | |
"PRSS37", | |
"MC5R", | |
"DEFB105A", | |
"CDY1B", | |
"SRPX", | |
"TTR", | |
"LPIN1", | |
"GPR101", | |
"HSD17B13", | |
"ZNF707", | |
"SI", | |
"KCNQ1OT1", | |
"KRTAP11-1", | |
"RIIAD1", | |
"CA9", | |
"THSD4", | |
"FOXD4L4", | |
"BPIFA2" | |
], | |
"Coefficient": [ | |
-0.02031533332236031, | |
0.01973785430159066, | |
-0.01929897886470371, | |
0.017470605512875183, | |
0.016269732639445755, | |
-0.015023216461283974, | |
-0.014824042833645858, | |
0.01466291403197384, | |
-0.01361891104382554, | |
-0.012922491249806291, | |
0.011735478753483018, | |
-0.01123272687086752, | |
0.010689545576405807, | |
0.010513433400073711, | |
-0.009821579416702, | |
0.009485970473372686, | |
-0.008850322665167804, | |
-0.008415838016890683, | |
0.008323376193960756, | |
-0.008190173898153815, | |
-0.008058032576957261, | |
0.007918515307232827, | |
-0.007885308481404833, | |
-0.007622096698815034, | |
-0.007188487227068502, | |
0.006904055111962357, | |
0.006742820364887548, | |
-0.0066526615607528546, | |
-0.006583267517027403, | |
0.0062301905459405706, | |
0.0056285118025025055, | |
-0.00524839748444765, | |
0.005043283123657877, | |
0.005036182205660269, | |
0.0049947811524724385, | |
0.004957924524869729, | |
0.004946843020034592, | |
0.004876888293830681, | |
0.004843644573670853, | |
0.004413568294742953, | |
-0.004256465175587759, | |
0.004211202576011677, | |
0.004148534855882022, | |
0.004130074393037682, | |
-0.004066874693642023, | |
0.003954167716794134, | |
0.003666264097404166, | |
0.003590374733421017, | |
-0.003205529062658316, | |
0.0031924290555195053, | |
0.003166634277756451, | |
-0.0030392276972973425, | |
0.0030111878656154637, | |
0.0028556806401988212, | |
0.002795314921944331, | |
0.0027628230824673443, | |
-0.002755806868695272, | |
-0.002676446924688005, | |
-0.0024783212282467157, | |
-0.0024729547584001737, | |
0.0023706835116680813, | |
-0.0023396145457806245, | |
0.0023347166053443, | |
0.002332700688674954, | |
0.0023296019680090624, | |
0.0022912209261612333, | |
-0.0022758516362614174, | |
0.0022297217674059643, | |
0.002051665552732326, | |
-0.002000690009555834, | |
-0.0017357752001088895, | |
-0.001687882767304352, | |
0.0016628982338591216, | |
-0.0016563205692532268, | |
0.0016137498713806842, | |
-0.0015621261511380381, | |
-0.001501685678934434, | |
-0.0014569445800321642, | |
0.001389748336319848, | |
0.0012101501659441325, | |
-0.0011626898995316837, | |
-0.0011495706753535157, | |
-0.0011343262174117372, | |
0.0011006422835068237, | |
0.001096393306086583, | |
-0.0009967170829258748, | |
0.0009877165130215036, | |
-0.0008126260159930615, | |
0.0007759652062477815, | |
0.0007457727452310165, | |
0.0006743486828147838, | |
0.0006725479595490919, | |
-0.000631857823372921, | |
-0.0006284497597994765, | |
0.0005204214374553018, | |
0.0005177728626631282, | |
-0.0005133085684450277, | |
0.00039272204432435606, | |
0.00039152823208870105, | |
-0.0003873632065024271, | |
-0.0003160896541079674, | |
-0.0002863086414165129, | |
-0.0002813251591155842, | |
-0.0002437351470171932, | |
0.00024202080155759478, | |
0.0002093077573388181, | |
0.00020755563298119795, | |
-0.00017509102538568533, | |
-0.00016817599375521837, | |
8.91836886611967e-05, | |
-3.8799325793588856e-05, | |
3.590590546100593e-05, | |
-4.4506732570299974e-07 | |
], | |
"Absolute Coefficient": [ | |
0.02031533332236031, | |
0.01973785430159066, | |
0.01929897886470371, | |
0.017470605512875183, | |
0.016269732639445755, | |
0.015023216461283974, | |
0.014824042833645858, | |
0.01466291403197384, | |
0.01361891104382554, | |
0.012922491249806291, | |
0.011735478753483018, | |
0.01123272687086752, | |
0.010689545576405807, | |
0.010513433400073711, | |
0.009821579416702, | |
0.009485970473372686, | |
0.008850322665167804, | |
0.008415838016890683, | |
0.008323376193960756, | |
0.008190173898153815, | |
0.008058032576957261, | |
0.007918515307232827, | |
0.007885308481404833, | |
0.007622096698815034, | |
0.007188487227068502, | |
0.006904055111962357, | |
0.006742820364887548, | |
0.0066526615607528546, | |
0.006583267517027403, | |
0.0062301905459405706, | |
0.0056285118025025055, | |
0.00524839748444765, | |
0.005043283123657877, | |
0.005036182205660269, | |
0.0049947811524724385, | |
0.004957924524869729, | |
0.004946843020034592, | |
0.004876888293830681, | |
0.004843644573670853, | |
0.004413568294742953, | |
0.004256465175587759, | |
0.004211202576011677, | |
0.004148534855882022, | |
0.004130074393037682, | |
0.004066874693642023, | |
0.003954167716794134, | |
0.003666264097404166, | |
0.003590374733421017, | |
0.003205529062658316, | |
0.0031924290555195053, | |
0.003166634277756451, | |
0.0030392276972973425, | |
0.0030111878656154637, | |
0.0028556806401988212, | |
0.002795314921944331, | |
0.0027628230824673443, | |
0.002755806868695272, | |
0.002676446924688005, | |
0.0024783212282467157, | |
0.0024729547584001737, | |
0.0023706835116680813, | |
0.0023396145457806245, | |
0.0023347166053443, | |
0.002332700688674954, | |
0.0023296019680090624, | |
0.0022912209261612333, | |
0.0022758516362614174, | |
0.0022297217674059643, | |
0.002051665552732326, | |
0.002000690009555834, | |
0.0017357752001088895, | |
0.001687882767304352, | |
0.0016628982338591216, | |
0.0016563205692532268, | |
0.0016137498713806842, | |
0.0015621261511380381, | |
0.001501685678934434, | |
0.0014569445800321642, | |
0.001389748336319848, | |
0.0012101501659441325, | |
0.0011626898995316837, | |
0.0011495706753535157, | |
0.0011343262174117372, | |
0.0011006422835068237, | |
0.001096393306086583, | |
0.0009967170829258748, | |
0.0009877165130215036, | |
0.0008126260159930615, | |
0.0007759652062477815, | |
0.0007457727452310165, | |
0.0006743486828147838, | |
0.0006725479595490919, | |
0.000631857823372921, | |
0.0006284497597994765, | |
0.0005204214374553018, | |
0.0005177728626631282, | |
0.0005133085684450277, | |
0.00039272204432435606, | |
0.00039152823208870105, | |
0.0003873632065024271, | |
0.0003160896541079674, | |
0.0002863086414165129, | |
0.0002813251591155842, | |
0.0002437351470171932, | |
0.00024202080155759478, | |
0.0002093077573388181, | |
0.00020755563298119795, | |
0.00017509102538568533, | |
0.00016817599375521837, | |
8.91836886611967e-05, | |
3.8799325793588856e-05, | |
3.590590546100593e-05, | |
4.4506732570299974e-07 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 99.46902654867259, | |
"precision": 99.6133009527368, | |
"recall": 99.80952380952381, | |
"f1": 99.71001700267568 | |
}, | |
"selection": { | |
"precision": 1.1067944348325844, | |
"recall": 2.3076923076923075, | |
"f1": 1.495830169133908, | |
"jaccard": 0.7541995766667412 | |
} | |
} | |
} |