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Table 19:
Comparison in terms of testing error of our memetic algorithm and a decision tree and an SVM. The table shows the win/loss record of each algorithm in the column against the algorithm in the row, the p-value of a two-tailed sign test on the win/loss record, ps, and the p-value of the Wilcoxon test, pw. Significant differences at a confidence level of 95% are marked with a tick (✓).
Compared MethodDecision treeSVM
Memetic win/loss 18/37 24/29 
 ps 0.0145 ✓ 0.5831 
 R+/R 1,104.0/436.0 879.0/661.0 
 pw 0.0051 ✓ 0.3611 
Compared MethodDecision treeSVM
Memetic win/loss 18/37 24/29 
 ps 0.0145 ✓ 0.5831 
 R+/R 1,104.0/436.0 879.0/661.0 
 pw 0.0051 ✓ 0.3611 
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