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. 2022 Sep 30;15:23. doi: 10.1186/s13040-022-00306-w

Table 11.

Occurrencies of the gene ranked most important by the six pipelines. Last column sums the number of times genes were top ranked by both PA and RFECV procedures

Gene Type Occur. PI top ranked Occur. RFECV top ranked Tot. occur. top ranked
KPNA2 HUB 6 6 12
KIF11 HUB 6 6 12
DMD SEED 6 6 12
SLMAP SEED 6 6 12
TAGLN SEED 6 6 12
SH3BGR SEED 6 6 12
CCNB1 HUB 6 6 12
CDK1 HUB 6 6 12
KIF20A HUB 5 6 11
CDC20 HUB 6 5 11
CRYAB HUB 6 5 11
MAD2L1 HUB 4 6 10
AURKA HUB 4 6 10
AP2S1 SEED 4 6 10
TUBA1C SEED 4 6 10
TCEAL2 SEED 3 6 9
PLAU SEED 2 6 8
ATP2B4 SEED 2 6 8
KIF2C HUB 1 5 6
CASQ2 HUB 0 6 6
TPM1 HUB 0 5 5
CCNA2 HUB 0 3 3
UBE2C HUB 0 3 3
HJURP SEED 0 1 1
SBSPON SEED 0 1 1