Package: mlr
Title: Machine Learning in R
Description: 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.
Authors@R: c(
    person("Bernd", "Bischl", email = "bernd_bischl@gmx.net", role = c("aut", "cre"), comment = c(ORCID = "0000-0001-6002-6980")),
    person("Michel", "Lang", email = "michellang@gmail.com", role = "aut", comment = c(ORCID = "0000-0001-9754-0393")),
    person("Lars", "Kotthoff", email = "larsko@uwyo.edu", role = "aut"),
    person("Julia", "Schiffner", email = "schiffner@math.uni-duesseldorf.de", role = "aut"),
    person("Jakob", "Richter", email = "code@jakob-r.de", role = "aut"),
    person("Zachary", "Jones", email = "zmj@zmjones.com", role = "aut"),
    person("Giuseppe", "Casalicchio", email = "giuseppe.casalicchio@stat.uni-muenchen.de", role = "aut", comment = c(ORCID = "0000-0001-5324-5966")),
    person("Mason", "Gallo", email = "masonagallo@gmail.com", role = "aut"),
    person("Patrick", "Schratz", email = "patrick.schratz@gmail.com", role = "aut", comment = c(ORCID = '0000-0003-0748-6624')),
    person("Jakob", "Bossek", email = "jakob.bossek@tu-dortmund.de", role = "ctb", comment = c(ORCID = "0000-0002-4121-4668")),
    person("Erich", "Studerus", email = "erich.studerus@upkbs.ch", role = "ctb", comment = c(ORCID = "0000-0003-4233-0182")),
    person("Leonard","Judt", email = "leonard.judt@tu-dortmund.de", role = "ctb"),
    person("Tobias", "Kuehn", email = "tobi.kuehn@gmx.de", role = "ctb"),
    person("Pascal", "Kerschke", email = "kerschke@uni-muenster.de", role = "ctb", comment = c(ORCID = "0000-0003-2862-1418")),
    person("Florian", "Fendt", email = "flo_fendt@gmx.de", role = "ctb"),
    person("Philipp", "Probst", email = "philipp_probst@gmx.de", role = "ctb", comment = c(ORCID = "0000-0001-8402-6790")),
    person("Xudong", "Sun", email = "xudong.sun@stat.uni-muenchen.de", role = "ctb", comment = c(ORCID = "0000-0003-3269-2307")),
    person("Janek", "Thomas", email = "janek.thomas@stat.uni-muenchen.de", role = "ctb", comment = c(ORCID = "0000-0003-4511-6245")),
    person("Bruno", "Vieira", email = "bruno.hebling.vieira@usp.br", role = "ctb"),
    person("Laura", "Beggel", email = "laura.beggel@web.de", role = "ctb", comment = c(ORCID = "0000-0002-8872-8535")),
    person("Quay", "Au", email = "quay.au@stat.uni-muenchen.de", role = "ctb", comment = c(ORCID = "0000-0002-5252-8902")),
    person("Martin", "Binder", email = "ma.binder@campus.lmu.de", role = "ctb"),
    person("Florian", "Pfisterer", email = "pfistererf@googlemail.com", role = "ctb"),
    person("Stefan", "Coors", email = "stefan.coors@gmx.net", role = "ctb"),
    person("Steve", "Bronder", email = "sab2287@columbia.edu", role = "ctb"),
    person("Alexander", "Engelhardt", email = "alexander.w.engelhardt@gmail.com", role = "ctb"),
    person("Christoph", "Molnar", email = "christoph.molnar@stat.uni-muenchen.de", role = "ctb"))
URL: https://github.com/mlr-org/mlr
BugReports: https://github.com/mlr-org/mlr/issues
License: BSD_2_clause + file LICENSE
Encoding: UTF-8
Depends: R (>= 3.0.2), ParamHelpers (>= 1.10)
Imports: BBmisc (>= 1.11), backports (>= 1.1.0), ggplot2, stats,
        stringi, checkmate (>= 1.8.2), data.table, methods, parallelMap
        (>= 1.3), survival, utils, XML
Suggests: ada, adabag, bartMachine, batchtools, brnn, bst, C50, care,
        caret (>= 6.0-57), class, clue, cluster, clusterSim (>=
        0.44-5), clValid, cmaes, cowplot, CoxBoost, crs, Cubist,
        deepnet, DiceKriging, DiscriMiner, e1071, earth, elasticnet,
        emoa, evtree, extraTrees, fda.usc, FDboost, flare, FNN, fpc,
        frbs, FSelector, gbm, GenSA, glmnet, hrbrthemes, h2o (>=
        3.6.0.8), GPfit, Hmisc, irace (>= 2.0), kernlab, kknn, klaR,
        knitr, laGP, LiblineaR, lintr (>= 1.0.0.9001), MASS, mboost,
        mco, mda, mlbench, mldr, mlrMBO, mmpf, modeltools, mRMRe, nnet,
        nodeHarvest (>= 0.7-3), neuralnet, numDeriv, pamr, party,
        penalized (>= 0.9-47), pls, PMCMR (>= 4.1), purrr,
        randomForest, randomForestSRC (>= 2.7.0), ranger (>= 0.8.0),
        refund, rex, rFerns, rknn, rmarkdown, ROCR, rotationForest,
        rpart, RRF, rgenoud, rrlda, rsm, RSNNS, RWeka, sda, sf, smoof,
        sparseLDA, stepPlr, survAUC, svglite, SwarmSVM, testthat, tgp,
        TH.data, wavelets, xgboost (>= 0.6-2)
LazyData: yes
ByteCompile: yes
Version: 2.13
VignetteBuilder: knitr
RoxygenNote: 6.1.0
NeedsCompilation: yes
Packaged: 2018-08-28 11:14:36 UTC; bischl
Author: Bernd Bischl [aut, cre] (<https://orcid.org/0000-0001-6002-6980>),
  Michel Lang [aut] (<https://orcid.org/0000-0001-9754-0393>),
  Lars Kotthoff [aut],
  Julia Schiffner [aut],
  Jakob Richter [aut],
  Zachary Jones [aut],
  Giuseppe Casalicchio [aut] (<https://orcid.org/0000-0001-5324-5966>),
  Mason Gallo [aut],
  Patrick Schratz [aut] (<https://orcid.org/0000-0003-0748-6624>),
  Jakob Bossek [ctb] (<https://orcid.org/0000-0002-4121-4668>),
  Erich Studerus [ctb] (<https://orcid.org/0000-0003-4233-0182>),
  Leonard Judt [ctb],
  Tobias Kuehn [ctb],
  Pascal Kerschke [ctb] (<https://orcid.org/0000-0003-2862-1418>),
  Florian Fendt [ctb],
  Philipp Probst [ctb] (<https://orcid.org/0000-0001-8402-6790>),
  Xudong Sun [ctb] (<https://orcid.org/0000-0003-3269-2307>),
  Janek Thomas [ctb] (<https://orcid.org/0000-0003-4511-6245>),
  Bruno Vieira [ctb],
  Laura Beggel [ctb] (<https://orcid.org/0000-0002-8872-8535>),
  Quay Au [ctb] (<https://orcid.org/0000-0002-5252-8902>),
  Martin Binder [ctb],
  Florian Pfisterer [ctb],
  Stefan Coors [ctb],
  Steve Bronder [ctb],
  Alexander Engelhardt [ctb],
  Christoph Molnar [ctb]
Maintainer: Bernd Bischl <bernd_bischl@gmx.net>
Repository: CRAN
Date/Publication: 2018-08-28 12:30:03 UTC
Built: R 3.4.1; x86_64-w64-mingw32; 2018-09-12 22:48:52 UTC; windows
Archs: x64
