List Functions

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.

listOMLTaskTypes()

List available OpenML task types.

listOMLTasks()

List the first 5000 OpenML tasks.

Retrieve Objects

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.

Create Objects

makeOMLDataSet()

OMLDataSet.

makeOMLDataSetDescription()

Construct OMLDataSetDescription.

makeOMLFlow()

Construct OMLFlow.

makeOMLRun()

Construct OMLRun.

makeOMLRunParList()

Construct OMLRunParList.

makeOMLSeedParList()

Construct OMLSeedParList

makeOMLStudy()

OMLStudy.

makeOMLTask()

Construct OMLTask.

Converters

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 OMLMlrRuns to a BenchmarkResult.

convertOMLRunToBMR()

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

convertOMLTaskToMlr()

Convert an OpenML task to mlr.

Uploaders

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.

Configuration

configuration

OpenML configuration.

loadOMLConfig()

Load OpenML configuration.

saveOMLConfig()

Saves a list of OpenML configuration settings to file.

setOMLConfig()

Settter for configuration settings.

Cache

clearOMLCache()

Clear cache directories

populateOMLCache()

Download a bunch of OpenML objects to cache.

Misc

chunkOMLlist()

Do chunked listings

deleteOMLObject()

Delete an OpenML object.

extractOMLStudyIds()

Extract IDs of a OMLStudy object

runTaskFlow()

Reproduce the Run

tagOMLObject() untagOMLObject()

Tagging of OpenML objects