R: Open Machine Learning and Open Data Platform

# Open Machine Learning and Open Data Platform

## Documentation for package ‘OpenML’ version 1.12

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS

## Help Pages

chunkOMLlist | Do chunked listings
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.
extractOMLStudyIds | Extract IDs of a OMLStudy 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 set.
getOMLFlow | Download an OpenML flow.
getOMLRun | Get an OpenML run.
getOMLRunParList | Extract OMLRunParList from run
getOMLSeedParList | Extract OMLSeedParList from run
getOMLStudy | Get OpenML Study information.
getOMLTask | Get an OpenML task.
listOMLDataSetQualities | List available OpenML qualities names.
listOMLDataSets | List the first 5000 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 the first 5000 OpenML runs.
listOMLSetup | List hyperparameter settings
listOMLStudies | list OpenML Studies.
listOMLTasks | List the first 5000 OpenML tasks.
listOMLTaskTypes | List available OpenML task types.
loadOMLConfig | Load OpenML configuration.
makeOMLDataSet | OMLDataSet.
makeOMLDataSetDescription | Construct OMLDataSetDescription.
makeOMLFlow | Construct OMLFlow.
makeOMLRun | Construct OMLRun.
makeOMLRunParList | Construct OMLRunParList.
makeOMLSeedParList | Construct OMLSeedParList
makeOMLStudy | OMLStudy.
makeOMLTask | Construct OMLTask.
OMLDataSet | OMLDataSet.
OMLDataSetDescription | Construct OMLDataSetDescription.
OMLFlow | Construct OMLFlow.
OMLMlrRun | Run mlr learner on OpenML task.
OMLRun | Construct OMLRun.
OMLRunParList | Construct OMLRunParList.
OMLSeedParList | Construct OMLSeedParList
OMLStudy | OMLStudy.
OMLTask | Construct OMLTask.
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.
tagOMLObject | Tagging of OpenML objects
untagOMLObject | Tagging of OpenML objects
uploadOMLDataSet | Upload a data set to the OpenML server.
uploadOMLFlow | Upload an OpenML.
uploadOMLRun | Upload an OpenML run.
uploadOMLStudy | Upload OpenML Study information.
uploadOMLTask | Upload a task to the OpenML server.