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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