OpenML: Exploring Machine Learning Better, Together

'OpenML.org' is an online machine learning platform where researchers can automatically share data, machine learning tasks and experiments and organize them online to work and collaborate more effectively. We provide a R interface to the OpenML REST API in order to download and upload data sets, tasks, flows and runs, see <http://www.openml.org/guide> for more information.

AuthorGiuseppe 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>
Date of publication2016-11-23 12:06:34
MaintainerGiuseppe Casalicchio <giuseppe.casalicchio@stat.uni-muenchen.de>
LicenseBSD_2_clause + file LICENSE
Version1.1
https://github.com/openml/openml-r

View on CRAN

Man pages

clearOMLCache: Clear cache directories

configuration: OpenML configuration.

convertMlrLearnerToOMLFlow: Converts an OMLFlow to an mlr learner.

convertMlrTaskToOMLDataSet: Converts a mlr task to an OpenML data set.

convertOMLDataSetToMlr: Convert an OpenML data set to mlr task.

convertOMLFlowToMlr: Converts a flow to a mlr learner.

convertOMLMlrRunToBMR: Convert 'OMLMlrRun's to a 'BenchmarkResult'.

convertOMLRunToBMR: Convert an OpenML run set to a benchmark result for mlr.

convertOMLTaskToMlr: Convert an OpenML task to mlr.

deleteOMLObject: Delete an OpenML object.

doAPICall: Perform an API call to the OpenML server.

downloadOMLObject: Download an OpenML Object.

getCachedOMLDataSetStatus: Check status of cached datasets.

getOMLConfig: Get OpenML configuration.

getOMLDataSet: Get an OpenML data set.

getOMLDataSetQualities: List available OpenML qualities with values for given data...

getOMLFlow: Download an OpenML flow.

getOMLRun: Get an OpenML run.

getOMLRunParList: Extract OMLRunParList from run

getOMLSeedParList: Extract OMLSeedParList from run

getOMLTask: Get an OpenML task.

listOMLDataSetQualities: List available OpenML qualities names.

listOMLDataSets: List available OpenML data sets.

listOMLEstimationProcedures: List available estimation procedures.

listOMLEvaluationMeasures: List available OpenML evaluation measures.

listOMLFlows: List all registered OpenML flows.

listOMLRunEvaluations: List run results of a task.

listOMLRuns: List OpenML runs.

listOMLTasks: List available OpenML tasks.

listOMLTaskTypes: List available OpenML task types.

loadOMLConfig: Load OpenML configuration.

makeOMLEstimationProcedure: Construct OMLEstimationProcedure.

makeOMLFlow: Construct OMLFlow.

makeOMLFlowParameter: Construct OMLFlowParameter.

makeOMLRun: Construct OMLRun.

makeOMLRunParameter: Construct OMLRunParameter.

makeOMLRunParList: Construct OMLRunParList.

makeOMLSeedParList: Construct OMLSeedParList

makeOMLTask: Construct OMLTask.

OMLDataSet: OMLDataSet.

OMLDataSetDescription: Construct OMLDataSetDescription.

OMLIOData: OMLIOData.

populateOMLCache: Download a bunch of OpenML objects to cache.

runTaskFlow: Reproduce the Run

runTaskMlr: Run mlr learner on OpenML task.

saveOMLConfig: Saves a list of OpenML configuration settings to file.

setOMLConfig: Settter for configuration settings.

tagging: Tagging of OpenML objects

uploadOMLDataSet: Upload a data set to the OpenML server.

uploadOMLFlow: Upload an OpenML.

uploadOMLRun: Upload an OpenML run.

Files in this package

OpenML
OpenML/inst
OpenML/inst/examples
OpenML/inst/examples/listOMLFlows.R
OpenML/inst/examples/listOMLDataSetQualities.R
OpenML/inst/examples/getCachedOMLDataSetStatus.R
OpenML/inst/examples/listOMLEstimationProcedures.R
OpenML/inst/examples/getOMLConfig.R
OpenML/inst/examples/listOMLDataSets.R
OpenML/inst/examples/convertOMLDataSetToMlr.R
OpenML/inst/examples/listOMLTasks.R
OpenML/inst/examples/listOMLRuns.R
OpenML/inst/examples/loadOMLConfig.R
OpenML/inst/examples/getOMLDataSet.R
OpenML/inst/examples/listOMLEvaluationMeasures.R
OpenML/inst/examples/getOMLFlow.R
OpenML/inst/examples/runTaskMlr.R
OpenML/inst/examples/getOMLDataSetQualities.R
OpenML/inst/examples/makeOMLDataSet.R
OpenML/inst/examples/listOMLRunEvaluations.R
OpenML/inst/examples/listOMLTaskTypes.R
OpenML/inst/examples/clearOMLCache.R
OpenML/inst/examples/getOMLRun.R
OpenML/inst/examples/getOMLTask.R
OpenML/inst/examples/convertOMLTaskToMlr.R
OpenML/inst/doc
OpenML/inst/doc/OpenML.pdf.asis
OpenML/inst/doc/OpenML.pdf
OpenML/NAMESPACE
OpenML/NEWS
OpenML/R
OpenML/R/writeOMLDataSetXML.R OpenML/R/convertOMLSplitsToMlr.R OpenML/R/listOMLFlows.R OpenML/R/listOMLDataSetQualities.R OpenML/R/convertOMLFlowToMlr.R OpenML/R/getCachedOMLDataSetStatus.R OpenML/R/helpers.R OpenML/R/OMLEstimationProcedure_Class.R OpenML/R/listOMLEstimationProcedures.R OpenML/R/reformatPredictions.R OpenML/R/OMLRunParList_Class.R OpenML/R/getOMLConfig.R OpenML/R/uploadOMLDataSet.R OpenML/R/listOMLDataSets.R OpenML/R/convertMlrTaskToOMLDataSet.R OpenML/R/uploadOMLRun.R OpenML/R/convertOMLDataSetToMlr.R OpenML/R/OMLFlow_Class.R OpenML/R/listOMLTasks.R OpenML/R/listOMLRuns.R OpenML/R/loadOMLConfig.R OpenML/R/convertOMLMlrRunToBMR.R OpenML/R/getOMLDataSet.R OpenML/R/helper_misc.R OpenML/R/listOMLEvaluationMeasures.R OpenML/R/runTaskFlow.R OpenML/R/writeOMLFlowXML.R OpenML/R/xml_helpers.R OpenML/R/getOMLFlow.R OpenML/R/convertMlrLearnerToOMLFlow.R OpenML/R/runTaskMlr.R OpenML/R/cache.R OpenML/R/convertOMLRunToBMR.R OpenML/R/getOMLDataSetQualities.R OpenML/R/setOMLConfig.R OpenML/R/tagOMLObject.R OpenML/R/download.R OpenML/R/convertOMLMeasuresToMlr.R OpenML/R/config.R OpenML/R/config_helpers.R OpenML/R/writeOMLRunXML.R OpenML/R/listOMLRunEvaluations.R OpenML/R/saveOMLConfig.R OpenML/R/OMLDataSetDescription_Class.R OpenML/R/populateOMLCache.R OpenML/R/OMLSeedParList_Class.R OpenML/R/listOMLTaskTypes.R OpenML/R/OMLRunParameter_Class.R OpenML/R/deleteOMLObject.R OpenML/R/uploadOMLFlow.R OpenML/R/downloadOMLObject.R OpenML/R/OMLIOData_Class.R OpenML/R/OMLTask_Class.R OpenML/R/getOMLRun.R OpenML/R/OMLRun_Class.R OpenML/R/getOMLTask.R OpenML/R/zzz.R OpenML/R/convertOMLTaskToMlr.R OpenML/R/OMLDataSet_Class.R
OpenML/vignettes
OpenML/vignettes/OpenML.pdf.asis
OpenML/MD5
OpenML/build
OpenML/build/vignette.rds
OpenML/DESCRIPTION
OpenML/man
OpenML/man/OMLDataSetDescription.Rd OpenML/man/makeOMLFlowParameter.Rd OpenML/man/listOMLRuns.Rd OpenML/man/getOMLRun.Rd OpenML/man/makeOMLRunParList.Rd OpenML/man/clearOMLCache.Rd OpenML/man/makeOMLEstimationProcedure.Rd OpenML/man/getCachedOMLDataSetStatus.Rd OpenML/man/listOMLTasks.Rd OpenML/man/configuration.Rd OpenML/man/saveOMLConfig.Rd OpenML/man/uploadOMLRun.Rd OpenML/man/listOMLTaskTypes.Rd OpenML/man/deleteOMLObject.Rd OpenML/man/getOMLConfig.Rd OpenML/man/downloadOMLObject.Rd OpenML/man/listOMLEstimationProcedures.Rd OpenML/man/runTaskFlow.Rd OpenML/man/uploadOMLFlow.Rd OpenML/man/listOMLRunEvaluations.Rd OpenML/man/runTaskMlr.Rd OpenML/man/getOMLDataSet.Rd OpenML/man/doAPICall.Rd OpenML/man/makeOMLRunParameter.Rd OpenML/man/listOMLDataSetQualities.Rd OpenML/man/makeOMLSeedParList.Rd OpenML/man/getOMLDataSetQualities.Rd OpenML/man/listOMLEvaluationMeasures.Rd OpenML/man/makeOMLTask.Rd OpenML/man/convertMlrLearnerToOMLFlow.Rd OpenML/man/convertMlrTaskToOMLDataSet.Rd OpenML/man/getOMLRunParList.Rd OpenML/man/getOMLTask.Rd OpenML/man/getOMLSeedParList.Rd OpenML/man/OMLIOData.Rd OpenML/man/convertOMLRunToBMR.Rd OpenML/man/makeOMLFlow.Rd OpenML/man/uploadOMLDataSet.Rd OpenML/man/listOMLDataSets.Rd OpenML/man/loadOMLConfig.Rd OpenML/man/convertOMLTaskToMlr.Rd OpenML/man/populateOMLCache.Rd OpenML/man/convertOMLFlowToMlr.Rd OpenML/man/convertOMLDataSetToMlr.Rd OpenML/man/setOMLConfig.Rd OpenML/man/tagging.Rd OpenML/man/makeOMLRun.Rd OpenML/man/getOMLFlow.Rd OpenML/man/listOMLFlows.Rd OpenML/man/OMLDataSet.Rd OpenML/man/convertOMLMlrRunToBMR.Rd
OpenML/LICENSE

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

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