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mlr

swMATH ID: 12357
Software Authors: Bischl B, Wornowizki M, Borg K
Description: mlr: Machine Learning in R. Interface to a large number of classification and regression techniques, including machine-readable parameter descriptions. There is also an experimental extension for survival analysis, clustering and general, example-specific cost-sensitive learning. Generic resampling, including cross-validation, bootstrapping and subsampling. Hyperparameter tuning with modern optimization techniques, for single- and multi-objective problems. Filter and wrapper methods for feature selection. Extension of basic learners with additional operations common in machine learning, also allowing for easy nested resampling. Most operations can be parallelized.
Homepage: http://cran.r-project.org/web/packages/mlr/index.html
Source Code:  https://github.com/cran/mlr
Dependencies: R
Related Software: R; caret; ranger; randomForest; Scikit; rpart; mlr3; WEKA; OpenML; Kernlab; e1071; UCI-ml; BatchJobs; GitHub; kknn; ggplot2; mlrMBO; glmnet; CRAN; BatchExperiments
Cited in: 24 Publications
all top 5

Cited by 82 Authors

11 Bischl, Bernd
6 Lang, Michel
3 Kerschke, Pascal
3 Kotthoff, Lars
3 Rahnenführer, Jörg
2 Bommert, Andrea
2 Boulesteix, Anne-Laure Isabeau
2 Casalicchio, Giuseppe
2 Krey, Sebastian
2 Leisch, Friedrich
2 Ligges, Uwe
2 Pfisterer, Florian
2 Schiffner, Julia
2 Vanschoren, Joaquin
1 Barbaro, Eduardo
1 Bierman, Stijn M.
1 Binder, Martin
1 Bisdom, Kevin
1 Bossek, Jakob
1 Bourne, Stephen
1 den Bezemer, Taco
1 Domijan, Katarina
1 Ellenbach, Nicole
1 Eugster, Manuel J. A.
1 Feragen, Aasa
1 Fitzpatrick, Trevor
1 Fréchette, Alexandre
1 Grimme, Christian
1 Harris, Chris J.
1 Hofner, Benjamin
1 Hoos, Holger H.
1 Hornung, Roman
1 Hotz, Thomas
1 Huckemann, Stephan F.
1 Hurley, Catherine B.
1 Hutter, Frank
1 Hyndman, Rob J.
1 Jones, Zachary M.
1 Király, Franz J.
1 Kirchhoff, Dominik
1 Korb, Ingo
1 Kotthaus, Helena
1 Kuhn, Tobias U.
1 Lanz, Fabian
1 Leyton-Brown, Kevin
1 Limbeck, Jan
1 Lindauer, Marius
1 Lodi, Andrea
1 Louveaux, Quentin
1 Malitsky, Yuri
1 Marwedel, Peter
1 Miller, Ezra
1 Mues, Christophe
1 Nevenzeel, Keimpe
1 O’Connell, Mark
1 Pargent, Florian
1 Park, Timothy A.
1 Preuß, Mike
1 Probst, Philipp
1 Richter, Jakob
1 Rudolph, Günter
1 Schneider, Lennart
1 Schütze, Oliver
1 Seibold, Heidi
1 Shirazi-Manesh, Mojdeh
1 Smith-Miles, Kate A.
1 Steponavičė, Ingrida
1 Strobl, Carolin
1 Studerus, Erich
1 Sun, Jianqiao
1 Sun, Xudong
1 Szepannek, Gero
1 Thomas, Janek
1 Tierney, Kevin
1 Trautmann, Heike
1 Unger, Kristian
1 van Elk, Jan
1 Villanova, Laura
1 Watson, David S.
1 Weihs, Claus
1 Wright, Marvin N.
1 Zarpellon, Giulia

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