Boruta swMATH ID: 8032 Software Authors: Miron Bartosz Kursa; Witold Remigiusz Rudnicki Description: R package Boruta: A wrapper algorithm for all-relevant feature selection. Boruta is an all-relevant feature selection wrapper algorithm. It finds relevant features by comparing original attributes’ importance with importance achievable at random, estimated using their permuted copies. Homepage: http://cran.r-project.org/web/packages/Boruta/index.html Source Code: https://github.com/cran/Boruta Dependencies: R Related Software: R; randomForest; caret; mlr; varSelRF; FSelector; GeneSrF; CRAN; UCI-ml; ranger; glmnet; e1071; mlbench; party; gbm; rpart; VSURF; XGBoost; Kernlab; GSelection Cited in: 13 Publications Standard Articles 1 Publication describing the Software Year all top 5 Cited by 46 Authors 1 Anwar, Syed Muhammad 1 Barbaro, Eduardo 1 Bierman, Stijn M. 1 Bischl, Bernd 1 Bisdom, Kevin 1 Blanquero, Rafael 1 Boehmke, Brad 1 Bourne, Stephen 1 Carrizosa, Emilio 1 Chen, Weiwei 1 Dai, Hongyan 1 den Bezemer, Taco 1 Greenwell, Brandon M. 1 Harris, Chris J. 1 Hepp, Tobias 1 Jiang, Hai 1 Király, Franz J. 1 Lanz, Fabian 1 Ligges, Uwe 1 Limbeck, Jan 1 Ma, Yuting 1 Majid, Muahammad 1 Mao, Xiaojun 1 Mariammal, G. 1 Marsh, D. William R. 1 Mayr, Andreas 1 Mersmann, Olaf 1 Mustaqeem, Anam 1 Nevenzeel, Keimpe 1 Nguyen, Thanh Tung 1 Nguyen, Thuy Thi 1 Park, Timothy A. 1 Peng, Liuhua 1 Raja, S. P. 1 Ramírez-Cobo, Pepa 1 Sillero-Denamiel, M. Remedios 1 Suruliandi, A. 1 Tao, Jiawei 1 Thomas, Janek 1 van Elk, Jan 1 Wang, Zhonglei 1 Watson, David S. 1 Weihs, Claus 1 Wright, Marvin N. 1 Zhang, Haoyuan 1 Zheng, Tian all top 5 Cited in 10 Serials 2 Machine Learning 2 Computational & Mathematical Methods in Medicine 1 Information Sciences 1 Computers & Operations Research 1 European Journal of Operational Research 1 Computational Statistics and Data Analysis 1 Mathematical and Computer Modelling of Dynamical Systems 1 Computational Geosciences 1 Statistical Analysis and Data Mining 1 Chapman & Hall/CRC Computer Science & Data Analysis Series all top 5 Cited in 7 Fields 9 Statistics (62-XX) 7 Computer science (68-XX) 2 Operations research, mathematical programming (90-XX) 2 Biology and other natural sciences (92-XX) 1 Numerical analysis (65-XX) 1 Geophysics (86-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) Citations by Year