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. 2018 Aug 8;18(4):3589–3598. doi: 10.3892/mmr.2018.9362

Table V.

Screened feature genes used for construction of support vector machine classifier as determined by recursive feature elimination.

Gene BC Degree P-value FDR Q value Cochran's Q value tau2 Log fold change
CUL3 0.759895 41 0.009775 0.02304 0.198586 0.905478 0 −3.08977
MDM2 0.694803 25 0.014685 0.034611 0.513419 0.773593 0 −1.09727
AURKA 0.558121 19 0.001087 0.002561 1.286947 0.525464 0 1.42154
HNRNPK 0.50414 13 0.011236 0.026482 1.021909 0.599923 0 −0.96217
RAD21 0.490358 12 0.014482 0.034133 0.386617 0.824228 0 2.596818
WWOX 0.458579 10 0.013516 0.031857 0.857721 0.651251 0 −3.74564
IGBP1 0.449997 7 0.011454 0.026997 0.47506 0.788573 0 0.321061
IPO7 0.442128 5 0.002717 0.006405 1.598947 0.449566 0 −1.03747
RAD23A 0.441265 8 0.012419 0.02927 0.900161 0.637577 0 1.194153
TSTA3 0.436658 5 0.010425 0.02457 0.358922 0.835721 0 2.936405
BRCA2 0.435695 5 0.003583 0.008444 0.100529 0.950978 0 1.948855
FHL3 0.433658 6 0.001257 0.002963 0.279246 0.869686 0 0.987126
LATS2 0.430752 4 0.011053 0.026051 0.09771 0.952319 0 0.4797
NOC2L 0.430291 4 0.013451 0.031703 0.014566 0.992743 0 1.077813
CD2AP 0.42926 4 0.018901 0.044548 0.026358 0.986908 0 −1.79036
TPM4 0.428095 7 0.013303 0.031355 1.621492 0.444526 0 2.932572
MCM5 0.427881 7 0.006661 0.0157 0.397359 0.819813 0 0.44911
CTBP2 0.427047 5 0.013728 0.032356 1.715255 0.424167 0 0.877948
SIRT6 0.426042 6 0.009524 0.022448 0.145688 0.929746 0 −0.81214
RALBP1 0.42506 3 0.008046 0.018964 1.608012 0.447533 0 1.788163
DBN1 0.422172 9 0.001295 0.003052 1.479727 0.477179 0 1.499493
FAF1 0.420131 4 0.014442 0.034039 1.184726 0.553019 0 1.782133
SMC4 0.416491 5 0.005295 0.01248 0.238612 0.887536 0 1.769396
SND1 0.41646 3 0.003913 0.009222 0.920509 0.631123 0 1.238259
TEAD4 0.414377 2 0.008077 0.019037 1.729928 0.421067 0 0.992568
BANP 0.411436 3 0.004271 0.010067 0.305887 0.858178 0 0.759078
SART1 0.409053 3 0.01088 0.025643 0.068045 0.96655 0 1.254434
INPPL1 0.408929 2 9.41E-05 0.000222 1.3698 0.504141 0 2.084808
LRIG1 0.408929 2 0.018088 0.042633 1.901966 0.386361 0 −1.42735
LRRC49 0.408929 2 0.011943 0.028148 0.263645 0.876497 0 −1.66365
PCSK9 0.408929 2 0.000332 0.000782 0.045994 0.977266 0 −5.13551
PHPT1 0.408929 2 0.009973 0.023507 0.52427 0.769407 0 −1.60935
POLR2G 0.408929 2 0.010377 0.024458 0.509447 0.775131 0 1.450648
PPA2 0.408929 2 0.002415 0.005691 0.983689 0.611498 0 −0.77017
USP47 0.408929 2 0.016431 0.038727 1.485343 0.475841 0 −2.70658
TTK 0.408856 3 0.019272 0.045422 0.154504 0.925656 0 −0.23932
ARFIP1 0.408051 3 5.30E-06 1.25E-05 1.795171 0.407552 0 −2.91913
FTL 0.407729 2 0.00145 0.003417 1.83461 0.399595 0 2.012816
AURKAIP1 0.407431 2 0.006809 0.016048 0.532797 0.766134 0 0.828771

BC, betweenness centrality score; FDR, false discovery rate.