caret swMATH ID: 8031 Software Authors: Wing, Max Kuhn. Jed; Weston, Steve; Williams, Andre; Keefer, Chris; Engelhardt, Allan; Cooper, Tony; Mayer, Zachary Description: R package caret: Classification and Regression Training. Misc functions for training and plotting classification and regression models Homepage: http://cran.r-project.org/web/packages/caret/index.html Source Code: https://github.com/cran/caret Dependencies: R Related Software: R; randomForest; ggplot2; UCI-ml; Kernlab; glmnet; e1071; mlr; rpart; ElemStatLearn; Scikit; MASS (R); gbm; mlr3; C4.5; CRAN; GitHub; WEKA; dplyr; Keras Cited in: 87 Documents Standard Articles 1 Publication describing the Software Year Building Predictive Models in R Using the caret Package Link Max Kuhn 2008 all top 5 Cited by 240 Authors 4 Ferri-García, Ramón 3 Bischl, Bernd 3 Rueda García, Maria del Mar 2 Cárcamo, Javier 2 Castro-Martín, Luis 2 Conversano, Claudio 2 Guarino, Francesco 2 Kotthoff, Lars 2 Lang, Michel 2 Mielniczuk, Jan 2 Nazemi, Alireza 2 Tavassoli, Abbas 2 Teisseyre, Paweł 2 Tozzi, Jacopo 2 Waghei, Yadollah 2 Wang, Yan 1 Aas, Kjersti 1 Aggarwal, Charu C. 1 Ahsen, Mehmet Eren 1 Amorim, Dinani 1 Arellano-García, María Evarista 1 Arratia, Argimiro A. 1 Austin, Brian 1 Azmi, Mohamed 1 Baíllo, Amparo 1 Barrieu, Pauline M. 1 Barro, Senén 1 Başoğlu Kabran, Fatma 1 Baumgartner, Christian 1 Beaumont, Jean-François 1 Benkeser, David C. 1 Berrado, Abdelaziz 1 Berrendero, Jose Ramon 1 Bertsimas, Dimitris John 1 Binder, Martin 1 Bispo, Regina 1 Bjornson, Robert D. 1 Bosa, Keven 1 Boukouvala, Fani 1 Boulesteix, Anne-Laure Isabeau 1 Brahimi, Brahim 1 Brynjolfsson, Erik 1 Burda, Michal 1 Calabrese, Raffaella 1 Calado, Ricardo 1 Camacho-Gutiérrez, José Ariel 1 Cappozzo, Andrea 1 Carpita, Maurizio 1 Carriero, Nicholas J. 1 Casa, Alessandro 1 Casalicchio, Giuseppe 1 Cavanaugh, Joseph E. 1 Cernadas, Eva 1 Cerulli, Giovanni 1 Chambaz, Antoine 1 Charlebois, Joanne 1 Chen, YiNing 1 Chu, Kenneth C.-K. 1 Ciavolino, Enrico 1 Clément, Aloïs 1 Cobo, Beatriz Rodríguez 1 Combs, Mary 1 Cuiñas, Rubén F. 1 Culp, Mark Vere 1 Datta, Somnath 1 Datta, Susmita 1 Dehmer, Matthias 1 Delicado, Pedro F. 1 Denœux, Thierry 1 Deville, Yves 1 Díaz-Coto, Susana 1 Dimitrov, Stanko 1 Dombrowski, Timothy 1 Domijan, Katarina 1 Dong, Yumo 1 Dorado, Julian 1 Dusseldorp, Elise 1 Eugster, Manuel J. A. 1 Femmam, Karima 1 Femmam, Smain 1 Fernández-Blanco, Enrique 1 Fernández-Delgado, Manuel 1 Fernandez-Lozano, Carlos 1 Feuerriegel, Stefan 1 Fitzpatrick, Trevor 1 Flori, Andrea 1 Fop, Michael 1 Forsgren, Nicole 1 Franklin, Jessica M. 1 Frees, Edward W. 1 Frey, Lewis J. 1 Genschel, Ulrike 1 Getman, Konstantin 1 Giorla, Jean 1 Glad, Ingrid Kristine 1 Gordon, Julius 1 Graber, Armin 1 Guns, Tias 1 Gurumurthy, Anand 1 Huang, Fei ...and 140 more Authors all top 5 Cited in 47 Serials 7 Journal of Machine Learning Research (JMLR) 6 European Journal of Operational Research 5 Computational Statistics 3 Test 3 Journal of Applied Statistics 3 SIAM/ASA Journal on Uncertainty Quantification 2 Information Sciences 2 Journal of the American Statistical Association 2 Journal of Classification 2 Annals of Operations Research 2 Computational Statistics and Data Analysis 2 Advances in Data Analysis and Classification. ADAC 2 Statistical Analysis and Data Mining 2 Journal of Statistical Theory and Practice 2 Journal of Computational and Graphical Statistics 2 Journal of Theoretical Biology 2 Use R! 1 Applied Mathematics and Computation 1 Biometrical Journal 1 Fuzzy Sets and Systems 1 Operations Research 1 Insurance Mathematics & Economics 1 International Journal of Parallel Programming 1 Journal of Statistical Computation and Simulation 1 Statistical Papers 1 INFORMS Journal on Computing 1 Journal of Mathematical Chemistry 1 Journal of Combinatorial Optimization 1 Data Mining and Knowledge Discovery 1 Optimization and Engineering 1 Statistical Modelling 1 ASTIN Bulletin 1 Statistical Applications in Genetics and Molecular Biology 1 SORT. Statistics and Operations Research Transactions 1 Statistical Methods and Applications 1 Thailand Statistician 1 Optimization Letters 1 AStA. Advances in Statistical Analysis 1 Algorithms 1 Journal de la Société Française de Statistique 1 Statistics and Computing 1 Bayesian Analysis 1 Atlantis Studies in Computational Finance and Financial Engineering 1 Statistics and Computing (Cham) 1 Chapman & Hall/CRC Computer Science & Data Analysis Series 1 Stat 1 INFOR: Information Systems and Operational Research all top 5 Cited in 14 Fields 70 Statistics (62-XX) 36 Computer science (68-XX) 12 Operations research, mathematical programming (90-XX) 8 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 5 Biology and other natural sciences (92-XX) 3 Probability theory and stochastic processes (60-XX) 3 Numerical analysis (65-XX) 1 General and overarching topics; collections (00-XX) 1 Mathematical logic and foundations (03-XX) 1 Combinatorics (05-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Functional analysis (46-XX) 1 Astronomy and astrophysics (85-XX) 1 Geophysics (86-XX) Citations by Year