# -------------------------------------------- # CITATION file created with {cffr} R package # See also: https://docs.ropensci.org/cffr/ # -------------------------------------------- cff-version: 1.2.0 message: 'To cite package "xgboost" in publications use:' type: software license: Apache-2.0 title: 'xgboost: Extreme Gradient Boosting' version: 1.7.8.1 doi: 10.32614/CRAN.package.xgboost abstract: Extreme Gradient Boosting, which is an efficient implementation of the gradient boosting framework from Chen & Guestrin (2016) . This package is its R interface. The package includes efficient linear model solver and tree learning algorithms. The package can automatically do parallel computation on a single machine which could be more than 10 times faster than existing gradient boosting packages. It supports various objective functions, including regression, classification and ranking. The package is made to be extensible, so that users are also allowed to define their own objectives easily. authors: - family-names: Chen given-names: Tianqi email: tianqi.tchen@gmail.com - family-names: He given-names: Tong email: hetong007@gmail.com - family-names: Benesty given-names: Michael email: michael@benesty.fr - family-names: Khotilovich given-names: Vadim email: khotilovich@gmail.com - family-names: Tang given-names: Yuan email: terrytangyuan@gmail.com orcid: https://orcid.org/0000-0001-5243-233X - family-names: Cho given-names: Hyunsu email: chohyu01@cs.washington.edu - family-names: Chen given-names: Kailong - family-names: Mitchell given-names: Rory - family-names: Cano given-names: Ignacio - family-names: Zhou given-names: Tianyi - family-names: Li given-names: Mu - family-names: Xie given-names: Junyuan - family-names: Lin given-names: Min - family-names: Geng given-names: Yifeng - family-names: Li given-names: Yutian - family-names: Yuan given-names: Jiaming email: jm.yuan@outlook.com repository: https://CRAN.R-project.org/package=xgboost repository-code: https://github.com/dmlc/xgboost url: https://github.com/dmlc/xgboost date-released: '2024-07-22' contact: - family-names: Yuan given-names: Jiaming email: jm.yuan@outlook.com