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Table 4 Average complexity of the models obtained by DFRT and DRT for the real-world problems

From: Building efficient fuzzy regression trees for large scale and high dimensional problems

Problem DFRT DRT
#nodes #leaves #nodes #leaves
Window2 666.8 333.9 36,864.9 18,432.9
Window3 669.6 335.3 38,560.3 19,280.6
Window4 665.1 333.0 38,916.0 19,458.5
Window5 665.0 333.0 39,059.0 19,530.0
Window6 664.9 333.0 39,149.5 19,575.2
Window7 664.7 332.9 39,224.7 19,612.8
Window8 664.8 332.9 39,232.9 19,617.0
Window9 665.5 333.3 39,355.2 19,678.1
  1. The best results for each dataset have been emphasized in italic font