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Table 3 The comparison triplets between algorithm pairs from McTwo, TRank, WRank and ROCRank

From: McTwo: a two-step feature selection algorithm based on maximal information coefficient

CT(A, B)

McTwo

TRank

WRank

ROCRank

McTwo

0/17/0

14/0/3

11/3/3

12/2/3

TRank

3/0/14

0/17/0

3/3/11

6/0/11

WRank

3/3/11

11/3/3

0/17/0

8/3/6

ROCRank

3/2/12

11/0/6

6/3/8

0/17/0

  1. The comparison triplet CT(A, B) is defined to be the numbers of the 17 datasets where algorithm A performs better, equally well and worse, compared with algorithm B. The measurement mAcc is used for comparison