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Table 2 The comparison triplets between algorithm pairs from McTwo, CFS, PAM and RRF

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

CT(A, B) McTwo CFS PAM RRF
McTwo 0/17/0 1/2/14 12/1/4 15/0/2
CFS 14/2/1 0/17/0 16/1/0 17/0/0
PAM 4/1/12 0/1/16 0/17/0 13/0/4
RRF 2/0/15 0/0/17 4/0/13 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. The column and row of CFS are highlighted in bold