deleteNA | Replace NA values by -11 (numeric variables) or NA levels... |
exponentialBackOff | exponentialBackOff |
getMultipleLearners | getMultipleLearners |
getRunDf | Small helper function to get a clean df from listOMLRuns |
getRunTime | Get user times for a vector of run ids |
getRunTimeTable | Get runtime table from the database |
getSimpleLearners | getSimpleLearners |
initializeLocalDatabase | initializeLocalDatabase |
makeBotTable | Merge results, hyperpars and features tables and prepare for... |
makeBotTable2 | Merge results, hyperpars and features tables and prepare for... |
makeLrnPsSets | makeLrnPsSets |
makeMeasureTimePrediction | Create random hyperpars for a flow and predict the measure... |
makeRandomTable | Create table for a specific task with random hyperpars |
makeSurrogateModel | Create surrogate model for different tasks |
print.LrnPsSet | print.LrnPsSet |
runBot | Main function to run the bot. This evaluates batch.size... |
sampleDefaultConfiguration | sampleDefaultConfiguration |
sampleRandomConfiguration | Samples size random Configuration for a given parameter set |
sampleRandomLearner | Sample a random learner with matching parameter set from the... |
sampleRandomTask | sampleRandomTask |
sampleSimpleTask | sampleSimpleTask |
scaleRunTime | Scale the run time results with the sci.mark results |
scrapeRunTime | Scrape user time and scibench for a run. Only works for runs... |
updateHyperparTable | updateHyperparTable |
updateLocalDatabase | updateLocalDatabase |
updateMetaTable | updateMetaTable |
updateReferenceTable | updateReferenceTable |
updateRunTable | updateRunTable |
updateRunTimeTable | updateRunTimeTable |
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