Open Machine Learning and Open Data Platform

We provide an R interface to 'OpenML.org' which is an online machine learning platform where researchers can access open data, download and upload data sets, share their machine learning tasks and experiments and organize them online to work and collaborate with other researchers. The R interface allows to query for data sets with specific properties, and allows the downloading and uploading of data sets, tasks, flows and runs. See < https://www.openml.org/guide/api> for more information.


News

OpenML v1.2 (Release date: XXXX-XX-XX):

  • ...

OpenML v1.1 (Release date: 2016-11-22):

  • Setting default cache directory on package loading (fixes winbuilder).
  • Replace internal regexps with stringi functions.

OpenML v1.0 (Release date: 2016-11-12):

  • First submission to CRAN.

Reference manual

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install.packages("OpenML")

1.7 by Giuseppe Casalicchio, 7 days ago


https://github.com/openml/openml-r


Report a bug at https://github.com/openml/openml-r/issues


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


Authors: Giuseppe Casalicchio <giuseppe.casalicchio@stat.uni-muenchen.de>, Bernd Bischl <bernd_bischl@gmx.net>, Dominik Kirchhoff <dom.kirchhoff@gmail.com>, Michel Lang <michellang@gmail.com>, Benjamin Hofner <benjamin.hofner@fau.de>, Jakob Bossek <j.bossek@gmail.com>, Pascal Kerschke <kerschke@uni-muenster.de>, Joaquin Vanschoren <joaquin.vanschoren@gmail.com>


Documentation:   PDF Manual  


BSD_3_clause + file LICENSE license


Imports backports, BBmisc, checkmate, ParamHelpers, data.table, digest, httr, stringi, XML, jsonlite, memoise, stats, curl

Depends on mlr

Suggests testthat, xml2, randomForest, rpart, RWeka, farff, knitr, rmarkdown, R.rsp


Suggested by farff.


See at CRAN