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hfawaz avatar hfawaz commented on May 30, 2024 2

Hi Markus,

Thanks for sharing your thoughts.

Indeed if we were applying Nemenyi test, we should not have such overlapping segments.

But when using Wilcoxon signed rank test for the post-hoc analysis, this sort of segments could appear since the Wilcoxon method does not take into consideration the average rank.

In this case, your diagram means that:

  • RF-s and M4 runner-up are not significantly different.
  • M4 winner and M4 runner-up are not significantly different.
  • RF-s and M4 winner are significantly different.

This sort of behavior is described clearly in this paper, section "HESCA Accuracies on Test Data".

Hope this helps.

from cd-diagram.

mloning avatar mloning commented on May 30, 2024

Thanks the clarification!

FYI @fkiraly

from cd-diagram.

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