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% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/zzz.R
\docType{package}
\name{mlr-package}
\alias{mlr}
\alias{mlr-package}
\title{mlr: Machine Learning in R}
\description{
\if{html}{\figure{logo.png}{options: style='float: right' alt='logo' width='120'}}
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.
}
\seealso{
Useful links:
\itemize{
\item \url{https://mlr.mlr-org.com}
\item \url{https://github.com/mlr-org/mlr}
\item Report bugs at \url{https://github.com/mlr-org/mlr/issues}
}
}
\author{
\strong{Maintainer}: Martin Binder \email{mlr.developer@mb706.com}
Authors:
\itemize{
\item Bernd Bischl \email{bernd_bischl@gmx.net} (\href{https://orcid.org/0000-0001-6002-6980}{ORCID})
\item Michel Lang \email{michellang@gmail.com} (\href{https://orcid.org/0000-0001-9754-0393}{ORCID})
\item Lars Kotthoff \email{larsko@uwyo.edu}
\item Patrick Schratz \email{patrick.schratz@gmail.com} (\href{https://orcid.org/0000-0003-0748-6624}{ORCID})
\item Julia Schiffner \email{schiffner@math.uni-duesseldorf.de}
\item Jakob Richter \email{code@jakob-r.de}
\item Zachary Jones \email{zmj@zmjones.com}
\item Giuseppe Casalicchio \email{giuseppe.casalicchio@stat.uni-muenchen.de} (\href{https://orcid.org/0000-0001-5324-5966}{ORCID})
\item Mason Gallo \email{masonagallo@gmail.com}
}
Other contributors:
\itemize{
\item Jakob Bossek \email{jakob.bossek@tu-dortmund.de} (\href{https://orcid.org/0000-0002-4121-4668}{ORCID}) [contributor]
\item Erich Studerus \email{erich.studerus@upkbs.ch} (\href{https://orcid.org/0000-0003-4233-0182}{ORCID}) [contributor]
\item Leonard Judt \email{leonard.judt@tu-dortmund.de} [contributor]
\item Tobias Kuehn \email{tobi.kuehn@gmx.de} [contributor]
\item Pascal Kerschke \email{kerschke@uni-muenster.de} (\href{https://orcid.org/0000-0003-2862-1418}{ORCID}) [contributor]
\item Florian Fendt \email{flo_fendt@gmx.de} [contributor]
\item Philipp Probst \email{philipp_probst@gmx.de} (\href{https://orcid.org/0000-0001-8402-6790}{ORCID}) [contributor]
\item Xudong Sun \email{xudong.sun@stat.uni-muenchen.de} (\href{https://orcid.org/0000-0003-3269-2307}{ORCID}) [contributor]
\item Janek Thomas \email{janek.thomas@stat.uni-muenchen.de} (\href{https://orcid.org/0000-0003-4511-6245}{ORCID}) [contributor]
\item Bruno Vieira \email{bruno.hebling.vieira@usp.br} [contributor]
\item Laura Beggel \email{laura.beggel@web.de} (\href{https://orcid.org/0000-0002-8872-8535}{ORCID}) [contributor]
\item Quay Au \email{quay.au@stat.uni-muenchen.de} (\href{https://orcid.org/0000-0002-5252-8902}{ORCID}) [contributor]
\item Florian Pfisterer \email{pfistererf@googlemail.com} [contributor]
\item Stefan Coors \email{stefan.coors@gmx.net} [contributor]
\item Steve Bronder \email{sab2287@columbia.edu} [contributor]
\item Alexander Engelhardt \email{alexander.w.engelhardt@gmail.com} [contributor]
\item Christoph Molnar \email{christoph.molnar@stat.uni-muenchen.de} [contributor]
\item Annette Spooner \email{a.spooner@unsw.edu.au} [contributor]
}
}
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