Open Machine Learning and Open Data Platform
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Documentation for package ‘OpenML’ version 1.12
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. |