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