randomForest swMATH ID: 10639 Software Authors: Breiman, Leo; Cutler, Adele; Liaw, Andy; Wiener, Matthew Description: R package randomForest: Breiman and Cutler’s random forests for classification and regression. Classification and regression based on a forest of trees using random inputs. Homepage: http://cran.r-project.org/web/packages/randomForest/index.html Source Code: https://github.com/cran/randomForest Dependencies: R Related Software: R; rpart; UCI-ml; e1071; ElemStatLearn; MASS (R); glmnet; C4.5; caret; GeneSrF; Kernlab; Scikit; ggplot2; gbm; mlbench; CRAN; ipred; XGBoost; LIBSVM; BayesTree Cited in: 217 Documents all top 5 Cited by 596 Authors 4 Bischl, Bernd 4 Scornet, Erwan 3 Bertsimas, Dimitris John 3 Biau, Gérard 3 Blanquero, Rafael 3 Carrizosa, Emilio 3 Genuer, Robin 3 Ishwaran, Hemant 3 Larocque, Denis 3 Ligges, Uwe 3 Lopes, Miles E. 3 Molero-Río, Cristina 3 Romero Morales, Dolores 3 Strawderman, Robert L. 3 Tutz, Gerhard E. 3 Van den Poel, Dirk 2 Arevalillo, Jorge M. 2 Ballings, Michel 2 Boulesteix, Anne-Laure Isabeau 2 Boutilier, Justin J. 2 Cichosz, Pawel 2 Cook, Dianne 2 Dunn, Jack 2 Dusseldorp, Elise 2 Ertefaie, Ashkan 2 Fan, Juanjuan 2 Hapfelmeier, Alexander 2 Hothorn, Torsten 2 Jahandideh, Samad 2 Kerschke, Pascal 2 Kogalur, Udaya B. 2 Krey, Sebastian 2 Laake, Petter 2 Lang, Michel 2 Lausen, Berthold 2 Leisch, Friedrich 2 Levantesi, Susanna 2 Levine, Richard Aaron 2 Mai, Qing 2 McArdle, John J. 2 Michini, Carla 2 Nettleton, Dan 2 Pan, Yuqing 2 Poggi, Jean-Michel 2 Raftery, Adrian E. 2 Rahnenführer, Jörg 2 Schmid, Matthias 2 Sexton, Joseph 2 Silberholz, John 2 Strobl, Carolin 2 Symanzik, Jürgen 2 Vanschoren, Joaquin 2 Wang, Boxiang 2 Yang, Yuhong 2 Ye, Chenglong 2 Zhou, Zachary 1 Abdallah, Samer A. 1 Abouleish, Amira Hassan 1 Aðalgeirsdóttir, Guðfinna 1 Adler, Werner 1 Aggarwal, Charu C. 1 Ahonen, Ilmari 1 Ahonen, Lauri 1 Ainscow, E. K. 1 Alaa, Ahmed M. 1 Alfò, Marco 1 Alpar, Reha 1 Alvarez-Castro, Ignacio 1 Angelopoulos, Nicos 1 Arena, Marika 1 Aria, Massimo 1 Arlot, Sylvain 1 Arnold, Alice M. 1 Asghar, Zahid 1 Atashgahi, Zahra 1 Au, Timothy C. 1 Azmi, Mohamed 1 Bacciu, Davide 1 Badih, Ghattas 1 Bahrampour, Abbas 1 Baneshi, Mohammad Reza 1 Barrieu, Pauline M. 1 Baz, Juan 1 Bean, Brennan 1 Behrens, Christoph 1 Bellavance, François 1 Bellio, Ruggero 1 Ben-Ameur, Hatem 1 Ben-Itzhak, Yaniv 1 Bénard, Clément 1 Berestizhevsky, Samuel 1 Berrado, Abdelaziz 1 Betti, Matthew I. 1 Bian, Jiang 1 Bierinckx, Bart 1 Bingham, Derek R. 1 Bjerre, Dorethe Skovgaard 1 Blackstone, Eugene H. 1 Blaser, Rico 1 Bleich, Justin ...and 496 more Authors all top 5 Cited in 90 Serials 14 Computational Statistics and Data Analysis 13 Computational Statistics 9 Journal of the American Statistical Association 7 Machine Learning 7 Journal of Applied Statistics 7 Journal of Machine Learning Research (JMLR) 7 Journal of Computational and Graphical Statistics 6 Statistics and Computing 5 Communications in Statistics. 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Probabilités et Statistiques 1 SIAM Journal on Optimization 1 Annals of Mathematics and Artificial Intelligence 1 Lifetime Data Analysis 1 Constraints 1 INFORMS Journal on Computing 1 Soft Computing 1 International Journal of Applied Mathematics and Computer Science 1 Fundamenta Informaticae 1 Methodology and Computing in Applied Probability 1 Optimization and Engineering 1 Quantitative Finance 1 Decisions in Economics and Finance 1 Journal of Applied Mathematics 1 Statistical Modelling 1 Advances in Complex Systems 1 North American Actuarial Journal 1 Thailand Statistician 1 Journal of the Korean Statistical Society 1 Handbook of Statistics 1 Journal of Statistical Theory and Practice 1 Mathematical Geosciences 1 Algorithms 1 GEM - International Journal on Geomathematics 1 Journal of Probability and Statistics 1 International Journal of Structural Stability and Dynamics 1 Bayesian Analysis 1 Springer Series in Statistics 1 Dependence Modeling 1 SIAM/ASA Journal on Uncertainty Quantification 1 Journal of Logical and Algebraic Methods in Programming 1 Use R! 1 Statistik und ihre Anwendungen 1 Japanese Journal of Statistics and Data Science 1 SIAM Journal on Mathematics of Data Science all top 5 Cited in 19 Fields 173 Statistics (62-XX) 77 Computer science (68-XX) 20 Operations research, mathematical programming (90-XX) 15 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 10 Biology and other natural sciences (92-XX) 8 Numerical analysis (65-XX) 5 Probability theory and stochastic processes (60-XX) 5 Geophysics (86-XX) 4 Combinatorics (05-XX) 4 Information and communication theory, circuits (94-XX) 3 Fluid mechanics (76-XX) 2 Mechanics of deformable solids (74-XX) 2 Quantum theory (81-XX) 2 Systems theory; control (93-XX) 1 General and overarching topics; collections (00-XX) 1 Commutative algebra (13-XX) 1 Ordinary differential equations (34-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Classical thermodynamics, heat transfer (80-XX) Citations by Year