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OpenML  

Open Machine Learning and Open Data Platform
View on CRAN: Click here


Download and install OpenML package within the R console
Install from CRAN:
install.packages("OpenML")

Install from Github:
library("remotes")
install_github("cran/OpenML")

Install by package version:
library("remotes")
install_version("OpenML", "1.12")



Attach the package and use:
library("OpenML")
Maintained by
Giuseppe Casalicchio
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-11-12
Latest Update: 2022-10-19
Description:
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 for more information.
How to cite:
Giuseppe Casalicchio (2016). OpenML: Open Machine Learning and Open Data Platform. R package version 1.12, https://cran.r-project.org/web/packages/OpenML. Accessed 22 Dec. 2024.
Previous versions and publish date:
1.0 (2016-11-12 19:54), 1.1 (2016-11-23 12:06), 1.2 (2017-02-07 18:07), 1.3 (2017-03-30 13:28), 1.4 (2017-06-22 13:25), 1.5 (2017-08-11 18:27), 1.6 (2017-08-14 14:42), 1.7 (2017-10-17 17:46), 1.8 (2018-03-02 07:27), 1.9 (2019-08-07 15:40), 1.10 (2019-09-21 15:00)
Other packages that cited OpenML R package
View OpenML citation profile
Other R packages that OpenML depends, imports, suggests or enhances
Complete documentation for OpenML
Functions, R codes and Examples using the OpenML R package
Some associated functions: OMLDataSet . OMLDataSetDescription . OMLIOData . chunkOMLlist . clearOMLCache . configuration . convertMlrLearnerToOMLFlow . convertMlrTaskToOMLDataSet . convertOMLDataSetToMlr . convertOMLFlowToMlr . convertOMLMlrRunToBMR . convertOMLRunToBMR . convertOMLTaskToMlr . deleteOMLObject . doAPICall . downloadOMLObject . extractOMLStudyIds . getCachedOMLDataSetStatus . getOMLConfig . getOMLDataSet . getOMLDataSetQualities . getOMLFlow . getOMLRun . getOMLRunParList . getOMLSeedParList . getOMLStudy . getOMLTask . listOMLDataSetQualities . listOMLDataSets . listOMLEstimationProcedures . listOMLEvaluationMeasures . listOMLFlows . listOMLRunEvaluations . listOMLRuns . listOMLSetup . listOMLStudies . listOMLTaskTypes . listOMLTasks . loadOMLConfig . makeOMLEstimationProcedure . makeOMLFlow . makeOMLFlowParameter . makeOMLRun . makeOMLRunParList . makeOMLRunParameter . makeOMLSeedParList . makeOMLStudy . makeOMLTask . populateOMLCache . runTaskFlow . runTaskMlr . saveOMLConfig . setOMLConfig . tagging . uploadOMLDataSet . uploadOMLFlow . uploadOMLRun . uploadOMLStudy . uploadOMLTask . 
Some associated R codes: OMLDataSetDescription_Class.R . OMLDataSet_Class.R . OMLEstimationProcedure_Class.R . OMLFlow_Class.R . OMLIOData_Class.R . OMLRunParList_Class.R . OMLRunParameter_Class.R . OMLRun_Class.R . OMLSeedParList_Class.R . OMLStudy_Class.R . OMLTask_Class.R . cache.R . chunkOMLlist.R . config.R . config_helpers.R . convertMlrLearnerToOMLFlow.R . convertMlrTaskToOMLDataSet.R . convertOMLDataSetToMlr.R . convertOMLFlowToMlr.R . convertOMLMeasuresToMlr.R . convertOMLMlrRunToBMR.R . convertOMLRunToBMR.R . convertOMLSplitsToMlr.R . convertOMLTaskToMlr.R . deleteOMLObject.R . download.R . downloadOMLObject.R . extractOMLStudyIds.R . getCachedOMLDataSetStatus.R . getOMLConfig.R . getOMLDataSet.R . getOMLDataSetQualities.R . getOMLFlow.R . getOMLRun.R . getOMLStudy.R . getOMLTask.R . helper_misc.R . helpers.R . listOMLDataSetQualities.R . listOMLDataSets.R . listOMLEstimationProcedures.R . listOMLEvaluationMeasures.R . listOMLFlows.R . listOMLRunEvaluations.R . listOMLRuns.R . listOMLSetup.R . listOMLStudies.R . listOMLTaskTypes.R . listOMLTasks.R . loadOMLConfig.R . populateOMLCache.R . reformatPredictions.R . runTaskFlow.R . runTaskMlr.R . saveOMLConfig.R . setOMLConfig.R . tagOMLObject.R . uploadOMLDataSet.R . uploadOMLFlow.R . uploadOMLRun.R . uploadOMLStudy.R . uploadOMLTask.R . writeOMLDataSetXML.R . writeOMLFlowXML.R . writeOMLRunXML.R . writeOMLStudyXML.R . writeOMLTaskXML.R . xml_helpers.R . zzz.R .  Full OpenML package functions and examples
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