Skip to Main Content
Table 21:
Comparison in terms of G-mean of our memetic algorithm and a decision tree and an SVM for class-imbalanced datasets. 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 5/35 7/33 
 ps 0.0000✓ 0.0000✓ 
 R+/R 90.0/730.0 93.0/727.0 
 pw 0.0000✓ 0.0000✓ 
Compared MethodDecision treeSVM
Memetic win/loss 5/35 7/33 
 ps 0.0000✓ 0.0000✓ 
 R+/R 90.0/730.0 93.0/727.0 
 pw 0.0000✓ 0.0000✓ 
Close Modal

or Create an Account

Close Modal
Close Modal