{ | |
"significant_genes": { | |
"Variable": [ | |
"COL4A1", | |
"OTC", | |
"HTN3", | |
"ZIC2", | |
"ESM1", | |
"CIDEC", | |
"PRSS58", | |
"ALG1L1P", | |
"CSRNP1", | |
"C14orf180", | |
"ADH4", | |
"HOXD11", | |
"ZNF114", | |
"AIM2", | |
"PLA2G2E", | |
"CFAP46", | |
"FAM74A3", | |
"CHST2", | |
"HOXC9", | |
"PRB4", | |
"IL17F", | |
"SLC35C1", | |
"THRSP", | |
"IL11", | |
"NUCB2", | |
"NRG2", | |
"ODF4", | |
"SHOX2", | |
"HOXA10", | |
"KRT35", | |
"GRAP", | |
"BMF", | |
"IL22", | |
"FOXD2", | |
"GRIN2D", | |
"C4orf50", | |
"LINC01599", | |
"PLAC1", | |
"DIPK1A", | |
"E2F7", | |
"CXCL13", | |
"C18orf54", | |
"FAM167B", | |
"GPRIN1", | |
"ABCG1", | |
"CDH24", | |
"MMP9", | |
"MAP4K2", | |
"TIMP4", | |
"CNR2", | |
"DNMT3B", | |
"CCL11", | |
"PARP12", | |
"SEC14L3", | |
"GARIN4", | |
"TMEM132A", | |
"POTEE", | |
"LINC00314", | |
"HOXC8", | |
"C17orf67", | |
"EAF2", | |
"SLC36A1", | |
"SNX9", | |
"FRMPD2B", | |
"RMI2", | |
"GPR101", | |
"CIMIP2B", | |
"FERD3L", | |
"HTR3B", | |
"ABTB1", | |
"RHAG", | |
"ADAM12", | |
"HOXC6", | |
"CELSR3", | |
"EME1", | |
"BPIFA2", | |
"SHROOM3", | |
"PCDH17", | |
"SPINK8", | |
"SRPX", | |
"FAM43B", | |
"KRT32", | |
"SLC17A3", | |
"KRTAP13-1", | |
"SLC28A1", | |
"H2AC11", | |
"MT1A", | |
"FCRL2", | |
"GTSF1L", | |
"SULT1C3", | |
"HSD17B13", | |
"CLIC4", | |
"PDE6A", | |
"SLC6A17", | |
"ZNF707", | |
"HSD17B6", | |
"ZNF415", | |
"PRSS37", | |
"KCNQ1OT1", | |
"LEPROTL1", | |
"CRIPTO", | |
"LPIN1", | |
"DPF1", | |
"LIPI", | |
"THSD7B", | |
"CDY1B", | |
"CABS1", | |
"TTR", | |
"HRCT1", | |
"TSPAN10", | |
"OR3A3", | |
"KCTD19" | |
], | |
"Coefficient": [ | |
0.021370713455742988, | |
-0.021222779945933013, | |
-0.018784008866663197, | |
0.016681788988787936, | |
0.016060255098048187, | |
-0.015093682563108137, | |
-0.01426449496001884, | |
0.013687231983886161, | |
-0.01300187823459799, | |
-0.012664363050004523, | |
-0.012440716586906658, | |
0.011391412008554456, | |
0.011067380515528009, | |
0.01081165883423758, | |
-0.010048403742390325, | |
-0.010047206365722473, | |
-0.009707368988083963, | |
0.009287932422170013, | |
0.008524463638142608, | |
-0.00838574945351744, | |
-0.008172078631013427, | |
-0.008103500479945194, | |
-0.007924090138073632, | |
0.007620232268768723, | |
-0.007531236710404459, | |
-0.007397506616248273, | |
-0.00656062996498089, | |
0.0063834542128826405, | |
0.005999916997275619, | |
-0.0059944413550411585, | |
0.005829618889683484, | |
0.005573028171122797, | |
-0.005507738199475727, | |
0.0054326797239984854, | |
0.005368223196572783, | |
0.00536086143421164, | |
0.004690542321348023, | |
0.0046788996122171895, | |
0.004595388699586842, | |
0.004471090599549693, | |
0.0043200011677229375, | |
0.004072147160134637, | |
0.004014011833146255, | |
0.004006610333913581, | |
0.003930590121818902, | |
0.0037931252862081787, | |
0.0037399511821594815, | |
0.003732961973663606, | |
-0.0034841868278208017, | |
0.0033166749187825187, | |
0.0032833577035395497, | |
0.003184052084516403, | |
0.003174458252142467, | |
-0.003080838501079226, | |
-0.0028820469290752417, | |
0.0027433814604696967, | |
-0.0025555848727818278, | |
-0.002416683413781239, | |
0.00240991139417278, | |
0.0023754885492507766, | |
0.002184437750968547, | |
0.002158917708485123, | |
-0.0021299865016954113, | |
-0.0021257322767671595, | |
0.0020969580497509272, | |
-0.002034336247913676, | |
-0.002008943341058961, | |
-0.0019524342035957623, | |
-0.0017275316813981964, | |
0.001696811516340214, | |
-0.0016259210439697406, | |
0.0015411355958107418, | |
0.0015370881177134733, | |
0.001480379243225269, | |
0.0014356646592139579, | |
-0.001383498776469862, | |
-0.0013453501212822242, | |
0.0013386823669586595, | |
-0.0013057521139709315, | |
-0.0012141579929811524, | |
-0.00120312256121614, | |
-0.0011447941204180453, | |
0.0011172288610877502, | |
-0.0010449720476694378, | |
-0.0008820903455306466, | |
0.0008713026522151972, | |
-0.0008371100020086792, | |
0.00075211750520132, | |
0.0007406147519832495, | |
-0.0007257203725224084, | |
-0.0006752892318104462, | |
0.0006543519118780738, | |
-0.0006114678569300404, | |
-0.0005998582946784311, | |
0.0005831834352119162, | |
0.0005796449887906773, | |
-0.0005402408383024732, | |
0.0005400656302076704, | |
0.0005260065793152684, | |
0.0005045876349736496, | |
0.00047215871207183084, | |
-0.0003762155991559309, | |
0.00025142355255158817, | |
-0.00025132608778169994, | |
-0.00021609638776434118, | |
0.00020751501306411584, | |
-0.00014641975527444933, | |
-7.868902136466864e-05, | |
-5.204911139988111e-05, | |
4.8749523573302766e-05, | |
2.0845992114385735e-06, | |
5.599918414851654e-07 | |
], | |
"Absolute Coefficient": [ | |
0.021370713455742988, | |
0.021222779945933013, | |
0.018784008866663197, | |
0.016681788988787936, | |
0.016060255098048187, | |
0.015093682563108137, | |
0.01426449496001884, | |
0.013687231983886161, | |
0.01300187823459799, | |
0.012664363050004523, | |
0.012440716586906658, | |
0.011391412008554456, | |
0.011067380515528009, | |
0.01081165883423758, | |
0.010048403742390325, | |
0.010047206365722473, | |
0.009707368988083963, | |
0.009287932422170013, | |
0.008524463638142608, | |
0.00838574945351744, | |
0.008172078631013427, | |
0.008103500479945194, | |
0.007924090138073632, | |
0.007620232268768723, | |
0.007531236710404459, | |
0.007397506616248273, | |
0.00656062996498089, | |
0.0063834542128826405, | |
0.005999916997275619, | |
0.0059944413550411585, | |
0.005829618889683484, | |
0.005573028171122797, | |
0.005507738199475727, | |
0.0054326797239984854, | |
0.005368223196572783, | |
0.00536086143421164, | |
0.004690542321348023, | |
0.0046788996122171895, | |
0.004595388699586842, | |
0.004471090599549693, | |
0.0043200011677229375, | |
0.004072147160134637, | |
0.004014011833146255, | |
0.004006610333913581, | |
0.003930590121818902, | |
0.0037931252862081787, | |
0.0037399511821594815, | |
0.003732961973663606, | |
0.0034841868278208017, | |
0.0033166749187825187, | |
0.0032833577035395497, | |
0.003184052084516403, | |
0.003174458252142467, | |
0.003080838501079226, | |
0.0028820469290752417, | |
0.0027433814604696967, | |
0.0025555848727818278, | |
0.002416683413781239, | |
0.00240991139417278, | |
0.0023754885492507766, | |
0.002184437750968547, | |
0.002158917708485123, | |
0.0021299865016954113, | |
0.0021257322767671595, | |
0.0020969580497509272, | |
0.002034336247913676, | |
0.002008943341058961, | |
0.0019524342035957623, | |
0.0017275316813981964, | |
0.001696811516340214, | |
0.0016259210439697406, | |
0.0015411355958107418, | |
0.0015370881177134733, | |
0.001480379243225269, | |
0.0014356646592139579, | |
0.001383498776469862, | |
0.0013453501212822242, | |
0.0013386823669586595, | |
0.0013057521139709315, | |
0.0012141579929811524, | |
0.00120312256121614, | |
0.0011447941204180453, | |
0.0011172288610877502, | |
0.0010449720476694378, | |
0.0008820903455306466, | |
0.0008713026522151972, | |
0.0008371100020086792, | |
0.00075211750520132, | |
0.0007406147519832495, | |
0.0007257203725224084, | |
0.0006752892318104462, | |
0.0006543519118780738, | |
0.0006114678569300404, | |
0.0005998582946784311, | |
0.0005831834352119162, | |
0.0005796449887906773, | |
0.0005402408383024732, | |
0.0005400656302076704, | |
0.0005260065793152684, | |
0.0005045876349736496, | |
0.00047215871207183084, | |
0.0003762155991559309, | |
0.00025142355255158817, | |
0.00025132608778169994, | |
0.00021609638776434118, | |
0.00020751501306411584, | |
0.00014641975527444933, | |
7.868902136466864e-05, | |
5.204911139988111e-05, | |
4.8749523573302766e-05, | |
2.0845992114385735e-06, | |
5.599918414851654e-07 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 99.46902654867259, | |
"precision": 99.6133009527368, | |
"recall": 99.80952380952381, | |
"f1": 99.71001700267568 | |
}, | |
"selection": { | |
"precision": 1.1374022127308676, | |
"recall": 2.3076923076923075, | |
"f1": 1.522735140217434, | |
"jaccard": 0.7679559319020631 | |
} | |
} | |
} |