Man pages for ja-thomas/OMLbots
Bot to run experiments on OpenML

deleteNAReplace NA values by -11 (numeric variables) or NA levels...
exponentialBackOffexponentialBackOff
getMultipleLearnersgetMultipleLearners
getRunDfSmall helper function to get a clean df from listOMLRuns
getRunTimeGet user times for a vector of run ids
getRunTimeTableGet runtime table from the database
getSimpleLearnersgetSimpleLearners
initializeLocalDatabaseinitializeLocalDatabase
makeBotTableMerge results, hyperpars and features tables and prepare for...
makeBotTable2Merge results, hyperpars and features tables and prepare for...
makeLrnPsSetsmakeLrnPsSets
makeMeasureTimePredictionCreate random hyperpars for a flow and predict the measure...
makeRandomTableCreate table for a specific task with random hyperpars
makeSurrogateModelCreate surrogate model for different tasks
print.LrnPsSetprint.LrnPsSet
runBotMain function to run the bot. This evaluates batch.size...
sampleDefaultConfigurationsampleDefaultConfiguration
sampleRandomConfigurationSamples size random Configuration for a given parameter set
sampleRandomLearnerSample a random learner with matching parameter set from the...
sampleRandomTasksampleRandomTask
sampleSimpleTasksampleSimpleTask
scaleRunTimeScale the run time results with the sci.mark results
scrapeRunTimeScrape user time and scibench for a run. Only works for runs...
updateHyperparTableupdateHyperparTable
updateLocalDatabaseupdateLocalDatabase
updateMetaTableupdateMetaTable
updateReferenceTableupdateReferenceTable
updateRunTableupdateRunTable
updateRunTimeTableupdateRunTimeTable
ja-thomas/OMLbots documentation built on April 2, 2018, 8:28 p.m.