Construction and Analysis of Hepatocellular Carcinoma Prognostic Model Based on Random Forest

Table 1

30 important genes screened by random forest.

Ensemble	Good	Poor	Mean decrease accuracy	Mean decrease Gini
ENSG00000261461.1	3.5035258	3.4857582	3.7528651	0.508084
ENSG00000171819.5	3.5092202	2.720329	3.4323096	0.5052108
ENSG00000276984.1	2.2262274	3.0303442	3.0226219	0.4598939
ENSG00000280160.1	0.2249288	2.1851122	1.5534425	0.4370629
ENSG00000272732.1	2.7193541	2.1123561	2.9543775	0.428348
ENSG00000205955.4	1.6407665	1.4453403	1.9828496	0.421363
ENSG00000269930.1	1.678516	3.1569168	2.6375549	0.4010261
ENSG00000265688.2	0.1760152	1.291468	1.4563289	0.3938647
ENSG00000184811.4	3.1610986	3.5654376	3.5533163	0.3897576
ENSG00000135912.11	2.5015435	0.0774343	1.4520492	0.3676444
ENSG00000223656.1	1.872504	1.3207259	1.7311298	0.3409327
ENSG00000095383.20	2.9219665	2.4899488	2.8241699	0.3226696
ENSG00000100577.19	−1.168253	1.3519506	0.5418066	0.3008067
ENSG00000147588.7	1.8170996	2.4736802	2.6879344	0.2993155
ENSG00000128165.9	3.1080429	3.1663719	3.3007222	0.2966643
ENSG00000169258.7	1.5831498	2.5090588	2.4754708	0.2964592
ENSG00000101057.16	2.2969796	2.7405219	2.6271281	0.2817687
ENSG00000215386.13	1.3803304	0.0963518	0.6424683	0.2776084
ENSG00000231982.1	2.3729127	2.6866166	2.5394458	0.2699614
ENSG00000267586.7	2.1017253	−0.0713384	1.2067781	0.2620233
ENSG00000168490.14	0.3380425	1.1292257	1.0463427	0.2565421
ENSG00000142871.18	−0.4686499	0.9268551	0.3333044	0.2423563
ENSG00000275494.1	0.2773768	1.0829379	0.7525331	0.2374018
ENSG00000227959.1	1.5318984	1.7262925	1.6557142	0.2360688
ENSG00000213694.6	2.2435296	2.2237149	2.2319256	0.2287172
ENSG00000275265.1	0.3430476	0.4610777	0.6555662	0.2262146
ENSG00000253105.6	2.2140516	2.2472489	2.5262515	0.2159858
ENSG00000176485.12	0.3947449	1.7110925	1.6244757	0.2140441
ENSG00000245067.7	2.3810183	0.1541471	1.4993123	0.2139093
ENSG00000245322.7	2.4175229	−0.7897455	0.6036063	0.2138007