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Added pruning, improved interaction constraints and readability of interactions

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@mathias-von-ottenbreit mathias-von-ottenbreit released this 24 Sep 20:43
· 211 commits to main since this release
  • Added a pruning mechanism to prune terms as long as this reduces the training error.
  • Improved the possibility to set interaction constraints. Now this works similarly to the implementation in for example LightGBM.
  • Improved readability of interaction terms by preventing the formation of unnecessarily complex interactions.