Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("mlr")

2.19.0 by Patrick Schratz, a year ago


https://mlr.mlr-org.com, https://github.com/mlr-org/mlr


Report a bug at https://github.com/mlr-org/mlr/issues


Browse source code at https://github.com/cran/mlr


Authors: Bernd Bischl [aut] , Michel Lang [aut] , Lars Kotthoff [aut] , Patrick Schratz [aut, cre] , Julia Schiffner [aut] , Jakob Richter [aut] , Zachary Jones [aut] , Giuseppe Casalicchio [aut] , Mason Gallo [aut] , Jakob Bossek [ctb] , Erich Studerus [ctb] , Leonard Judt [ctb] , Tobias Kuehn [ctb] , Pascal Kerschke [ctb] , Florian Fendt [ctb] , Philipp Probst [ctb] , Xudong Sun [ctb] , Janek Thomas [ctb] , Bruno Vieira [ctb] , Laura Beggel [ctb] , Quay Au [ctb] , Martin Binder [ctb] , Florian Pfisterer [ctb] , Stefan Coors [ctb] , Steve Bronder [ctb] , Alexander Engelhardt [ctb] , Christoph Molnar [ctb] , Annette Spooner [ctb]


Documentation:   PDF Manual  


BSD_2_clause + file LICENSE license


Imports backports, BBmisc, checkmate, data.table, ggplot2, methods, parallelMap, stats, stringi, survival, utils, XML

Depends on ParamHelpers

Suggests ada, adabag, bartMachine, batchtools, bit64, brnn, bst, C50, care, caret, class, clue, cluster, ClusterR, clusterSim, cmaes, cowplot, crs, Cubist, deepnet, DiceKriging, DiscriMiner, e1071, earth, elasticnet, emoa, evtree, extraTrees, fda.usc, FDboost, FNN, forecast, fpc, frbs, FSelector, FSelectorRcpp, gbm, GenSA, ggpubr, glmnet, GPfit, h2o, Hmisc, irace, kernlab, kknn, klaR, knitr, laGP, LiblineaR, lintr, MASS, mboost, mco, mda, memoise, mlbench, mldr, mlrMBO, mmpf, modeltools, mRMRe, neuralnet, nnet, nodeHarvest, numDeriv, pamr, pander, party, pec, penalized, pls, PMCMRplus, praznik, randomForest, randomForestSRC, ranger, rappdirs, refund, rex, rFerns, rgenoud, rknn, rmarkdown, Rmpi, ROCR, rotationForest, rpart, RRF, rrlda, rsm, RSNNS, rucrdtw, RWeka, sda, sf, smoof, snow, sparseLDA, stepPlr, survAUC, svglite, SwarmSVM, testthat, tgp, TH.data, tidyr, tsfeatures, vdiffr, wavelets, xgboost

System requirements: gdal (optional), geos (optional), proj (optional), udunits (optional), gsl (optional), gmp (optional), glu (optional), jags (optional), mpfr (optional), openmpi (optional)


Imported by DriveML, SPOTMisc, aslib, flacco, ipfr, live, mosmafs, nsga3, tramnet, tuneRanger.

Depended on by OOBCurve, RBPcurve, llama, mlrCPO, mlrMBO, spFSR, unbalanced.

Suggested by ChemoSpec2D, DALEXtra, OpenML, bnclassify, condvis2, featurefinder, iml, irace, lime, mlrintermbo, modelplotr, nntrf, plotmo, r2pmml, vip, vivid.


See at CRAN