{ | |
"significant_genes": { | |
"Variable": [ | |
"COL4A1", | |
"OTC", | |
"HTN3", | |
"ZIC2", | |
"ESM1", | |
"CIDEC", | |
"PRSS58", | |
"ALG1L1P", | |
"CSRNP1", | |
"ADH4", | |
"C14orf180", | |
"HOXD11", | |
"AIM2", | |
"CFAP46", | |
"ZNF114", | |
"PLA2G2E", | |
"CHST2", | |
"HOXC9", | |
"FAM74A3", | |
"PRB4", | |
"SLC35C1", | |
"IL11", | |
"IL17F", | |
"THRSP", | |
"NUCB2", | |
"NRG2", | |
"ODF4", | |
"HOXA10", | |
"SHOX2", | |
"C4orf50", | |
"GRIN2D", | |
"FOXD2", | |
"IL22", | |
"GRAP", | |
"KRT35", | |
"BMF", | |
"LINC01599", | |
"DIPK1A", | |
"PLAC1", | |
"TIMP4", | |
"CDH24", | |
"MMP9", | |
"ABCG1", | |
"CXCL13", | |
"C18orf54", | |
"DNMT3B", | |
"FAM167B", | |
"GPRIN1", | |
"E2F7", | |
"MAP4K2", | |
"CNR2", | |
"CCL11", | |
"GARIN4", | |
"PARP12", | |
"POTEE", | |
"TMEM132A", | |
"FRMPD2B", | |
"C17orf67", | |
"RMI2", | |
"KRTAP13-1", | |
"CIMIP2B", | |
"FERD3L", | |
"ADAM12", | |
"HOXC6", | |
"LINC00314", | |
"EAF2", | |
"SEC14L3", | |
"RHAG", | |
"SLC36A1", | |
"SNX9", | |
"SLC17A3", | |
"FAM43B", | |
"SPINK8", | |
"ABTB1", | |
"KRT32", | |
"HTR3B", | |
"CELSR3", | |
"EME1", | |
"SHROOM3", | |
"HOXC8", | |
"DPF1", | |
"HSD17B13", | |
"SULT1C3", | |
"CRIPTO", | |
"GPR101", | |
"CDY1B", | |
"H2AC11", | |
"PCDH17", | |
"LEPROTL1", | |
"SLC6A17", | |
"GTSF1L", | |
"ZNF707", | |
"OR3A3", | |
"MT1A", | |
"SLC28A1", | |
"PDE6A", | |
"SMR3B", | |
"LPIN1", | |
"KCNQ1OT1", | |
"DEFB105A", | |
"BPIFA2", | |
"PRSS37", | |
"LIPI", | |
"SRPX", | |
"FCRL2", | |
"CLIC4", | |
"LAIR2", | |
"HRCT1", | |
"THSD4", | |
"NETO2", | |
"SI", | |
"ZNF415", | |
"TTR", | |
"RIIAD1", | |
"MFAP2" | |
], | |
"Coefficient": [ | |
0.02171407054259949, | |
-0.02133864704054978, | |
-0.01929564954503561, | |
0.01710543629823682, | |
0.01581266026065249, | |
-0.015024617408740965, | |
-0.014555280489494766, | |
0.01416423958875357, | |
-0.013320852202129495, | |
-0.012681938276184999, | |
-0.012537618393026495, | |
0.010747893700548112, | |
0.010668452283328349, | |
-0.010111154263416479, | |
0.009967104981059068, | |
-0.009283467282189218, | |
0.008828397351140159, | |
0.008737837592391858, | |
-0.008632822258524365, | |
-0.008399902635329148, | |
-0.00827952568478457, | |
0.008123473272585778, | |
-0.007789617666804409, | |
-0.007780448504320015, | |
-0.007633393250478952, | |
-0.007414964479137599, | |
-0.006616102187751281, | |
0.006421146791680461, | |
0.006224841837717199, | |
0.006190657559207582, | |
0.005690353712262259, | |
0.005673583455728053, | |
-0.00564743845802794, | |
0.005633704573688034, | |
-0.005411959849039333, | |
0.005095216474599047, | |
0.0050054861025403945, | |
0.004871602599211913, | |
0.004707928702141269, | |
-0.0042856524801946315, | |
0.004250348203454868, | |
0.004249825502157595, | |
0.0039958553072055375, | |
0.003987969467742523, | |
0.003906251064632048, | |
0.0038308373746571128, | |
0.003696661873058651, | |
0.003687734711112951, | |
0.003614613560613886, | |
0.003580976891112885, | |
0.003463116815209474, | |
0.0034610708041690843, | |
-0.003104584245575398, | |
0.002953973933497946, | |
-0.002860773314452149, | |
0.002606955123271589, | |
-0.0026042580516870972, | |
0.002548267868505206, | |
0.002394026571522198, | |
-0.002338882085043062, | |
-0.0021984750188657836, | |
-0.0021901116415204425, | |
0.0021537016614627835, | |
0.0020447356555890585, | |
-0.001954664690648942, | |
0.0018789860539027, | |
-0.001869582878695545, | |
-0.0018224579506333854, | |
0.0017715962427660003, | |
-0.0017444218223252104, | |
0.001739342168736419, | |
-0.001726162011342742, | |
-0.0017253949498952524, | |
0.0016302402813793636, | |
-0.0016242314775923253, | |
-0.0016050797175762694, | |
0.001600389582930441, | |
0.0015134869036773418, | |
-0.0013947223945025575, | |
0.0013376307177465927, | |
0.0012312096603781053, | |
-0.0010827667095709413, | |
-0.000863400444128212, | |
0.000741972865721748, | |
-0.000718039205566325, | |
0.0007164393665430185, | |
0.000664263852640529, | |
0.0006603093807760373, | |
0.0006598054417586008, | |
-0.0006509573075322508, | |
0.0006506364787549439, | |
0.0006239535967686377, | |
0.0005939775636433538, | |
-0.000591685083349535, | |
-0.0005903910029871015, | |
-0.0005130493685605601, | |
-0.0005094098992133954, | |
-0.0005009996526880642, | |
0.0004913284047083254, | |
0.00043706964038311334, | |
-0.00042144114983644815, | |
0.00041858358309634176, | |
-0.0003715467626848328, | |
-0.00035214753017072826, | |
0.0002843215158814101, | |
0.00023995285077851167, | |
0.0002206146490943643, | |
-0.0002063363812267592, | |
-0.00018446875388340104, | |
0.00017594365654021945, | |
0.00010358476454294066, | |
-9.733809254772371e-05, | |
-6.530124923841195e-05, | |
-1.2589208943895e-05, | |
5.02785348499215e-07 | |
], | |
"Absolute Coefficient": [ | |
0.02171407054259949, | |
0.02133864704054978, | |
0.01929564954503561, | |
0.01710543629823682, | |
0.01581266026065249, | |
0.015024617408740965, | |
0.014555280489494766, | |
0.01416423958875357, | |
0.013320852202129495, | |
0.012681938276184999, | |
0.012537618393026495, | |
0.010747893700548112, | |
0.010668452283328349, | |
0.010111154263416479, | |
0.009967104981059068, | |
0.009283467282189218, | |
0.008828397351140159, | |
0.008737837592391858, | |
0.008632822258524365, | |
0.008399902635329148, | |
0.00827952568478457, | |
0.008123473272585778, | |
0.007789617666804409, | |
0.007780448504320015, | |
0.007633393250478952, | |
0.007414964479137599, | |
0.006616102187751281, | |
0.006421146791680461, | |
0.006224841837717199, | |
0.006190657559207582, | |
0.005690353712262259, | |
0.005673583455728053, | |
0.00564743845802794, | |
0.005633704573688034, | |
0.005411959849039333, | |
0.005095216474599047, | |
0.0050054861025403945, | |
0.004871602599211913, | |
0.004707928702141269, | |
0.0042856524801946315, | |
0.004250348203454868, | |
0.004249825502157595, | |
0.0039958553072055375, | |
0.003987969467742523, | |
0.003906251064632048, | |
0.0038308373746571128, | |
0.003696661873058651, | |
0.003687734711112951, | |
0.003614613560613886, | |
0.003580976891112885, | |
0.003463116815209474, | |
0.0034610708041690843, | |
0.003104584245575398, | |
0.002953973933497946, | |
0.002860773314452149, | |
0.002606955123271589, | |
0.0026042580516870972, | |
0.002548267868505206, | |
0.002394026571522198, | |
0.002338882085043062, | |
0.0021984750188657836, | |
0.0021901116415204425, | |
0.0021537016614627835, | |
0.0020447356555890585, | |
0.001954664690648942, | |
0.0018789860539027, | |
0.001869582878695545, | |
0.0018224579506333854, | |
0.0017715962427660003, | |
0.0017444218223252104, | |
0.001739342168736419, | |
0.001726162011342742, | |
0.0017253949498952524, | |
0.0016302402813793636, | |
0.0016242314775923253, | |
0.0016050797175762694, | |
0.001600389582930441, | |
0.0015134869036773418, | |
0.0013947223945025575, | |
0.0013376307177465927, | |
0.0012312096603781053, | |
0.0010827667095709413, | |
0.000863400444128212, | |
0.000741972865721748, | |
0.000718039205566325, | |
0.0007164393665430185, | |
0.000664263852640529, | |
0.0006603093807760373, | |
0.0006598054417586008, | |
0.0006509573075322508, | |
0.0006506364787549439, | |
0.0006239535967686377, | |
0.0005939775636433538, | |
0.000591685083349535, | |
0.0005903910029871015, | |
0.0005130493685605601, | |
0.0005094098992133954, | |
0.0005009996526880642, | |
0.0004913284047083254, | |
0.00043706964038311334, | |
0.00042144114983644815, | |
0.00041858358309634176, | |
0.0003715467626848328, | |
0.00035214753017072826, | |
0.0002843215158814101, | |
0.00023995285077851167, | |
0.0002206146490943643, | |
0.0002063363812267592, | |
0.00018446875388340104, | |
0.00017594365654021945, | |
0.00010358476454294066, | |
9.733809254772371e-05, | |
6.530124923841195e-05, | |
1.2589208943895e-05, | |
5.02785348499215e-07 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 99.46902654867259, | |
"precision": 99.6133009527368, | |
"recall": 99.80952380952381, | |
"f1": 99.71001700267568 | |
}, | |
"selection": { | |
"precision": 1.123292755750351, | |
"recall": 2.3076923076923075, | |
"f1": 1.5105286417165662, | |
"jaccard": 0.7617272167443326 | |
} | |
} | |
} |