Interpretable Rule Discovery Through Bilevel Optimization of Split-Rules of Nonlinear Decision Trees for Classification Problems

Yashesh D. Dhebar, Kalyanmoy Deb. Interpretable Rule Discovery Through Bilevel Optimization of Split-Rules of Nonlinear Decision Trees for Classification Problems. IEEE T. Cybernetics, 51(11):5573-5584, 2021. [doi]

@article{DhebarD21,
  title = {Interpretable Rule Discovery Through Bilevel Optimization of Split-Rules of Nonlinear Decision Trees for Classification Problems},
  author = {Yashesh D. Dhebar and Kalyanmoy Deb},
  year = {2021},
  doi = {10.1109/TCYB.2020.3033003},
  url = {https://doi.org/10.1109/TCYB.2020.3033003},
  researchr = {https://researchr.org/publication/DhebarD21},
  cites = {0},
  citedby = {0},
  journal = {IEEE T. Cybernetics},
  volume = {51},
  number = {11},
  pages = {5573-5584},
}