Please cite both the package and the original articles / software in your publications:
Mouselimis L, Fukatani R, Titov N, Zhang T, Johnson R (2022).RGF: Regularized Greedy Forest.R package version 1.1.1,https://CRAN.R-project.org/package=RGF.
Fukatani R, Titov N, Zhang T, Johnson R (2022).rgf_python: The wrapper of machine learning algorithm Regularized Greedy Forest (RGF) for Python.https://pypi.org/project/rgf-python/.
Johnson R, Zhang T (2014).“Learning Nonlinear Functions Using Regularized Greedy Forest.”IEEE Transactions on Pattern Analysis and Machine Intelligence,36, 942–954.doi:10.1109/TPAMI.2013.159.
Johnson R, Zhang T (2011).“Learning Nonlinear Functions Using Regularized Greedy Forest.”arXiv.org, stat.ML.arXiv:1109.0887.
Corresponding BibTeX entries:
@Manual{, title = {{RGF}: Regularized Greedy Forest}, author = {Lampros Mouselimis and Ryosuke Fukatani and Nikita Titov and Tong Zhang and Rie Johnson}, year = {2022}, note = {R package version 1.1.1}, url = {https://CRAN.R-project.org/package=RGF}, } @Manual{, title = {{rgf_python}: The wrapper of machine learning algorithm Regularized Greedy Forest (RGF) for Python}, author = {Ryosuke Fukatani and Nikita Titov and Tong Zhang and Rie Johnson}, year = {2022}, url = {https://pypi.org/project/rgf-python/}, } @Article{, title = {Learning Nonlinear Functions Using Regularized Greedy Forest}, author = {Rie Johnson and Tong Zhang}, journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence}, year = {2014}, volume = {36}, pages = {942--954}, doi = {10.1109/TPAMI.2013.159}, } @Article{, title = {Learning Nonlinear Functions Using Regularized Greedy Forest}, author = {Rie Johnson and Tong Zhang}, journal = {arXiv.org, stat.ML}, year = {2011}, note = {arXiv:1109.0887}, }