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RO-FIGS: E...
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Image Credit: Arxiv

RO-FIGS: Efficient and Expressive Tree-Based Ensembles for Tabular Data

  • Tree-based ensembles are efficient and expressive models for tabular data.
  • Traditional tree-based ensembles have limitations in expressing complex relationships.
  • RO-FIGS (Random Oblique Fast Interpretable Greedy-Tree Sums) improves the efficiency and expressiveness of tree-based ensembles.
  • RO-FIGS outperforms other tree- and neural network-based methods, while providing enhanced interpretability.

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