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aslib  

Interface to the Algorithm Selection Benchmark Library
View on CRAN: Click here


Download and install aslib package within the R console
Install from CRAN:
install.packages("aslib")

Install from Github:
library("remotes")
install_github("cran/aslib")

Install by package version:
library("remotes")
install_version("aslib", "0.1.2")



Attach the package and use:
library("aslib")
Maintained by
Lars Kotthoff
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-05-24
Latest Update: 2022-08-25
Description:
Provides an interface to the algorithm selection benchmark library at and the 'LLAMA' package () for building algorithm selection models; see Bischl et al. (2016) .
How to cite:
Lars Kotthoff (2020). aslib: Interface to the Algorithm Selection Benchmark Library. R package version 0.1.2, https://cran.r-project.org/web/packages/aslib. Accessed 06 Nov. 2024.
Previous versions and publish date:
0.1.1 (2020-05-24 17:50), 0.1 (2016-11-25 08:42)
Other packages that cited aslib R package
View aslib citation profile
Other R packages that aslib depends, imports, suggests or enhances
Complete documentation for aslib
Functions, R codes and Examples using the aslib R package
Some associated functions: ASScenarioDesc . checkDuplicatedInstances . convertAlgoPerfToWideFormat . convertToLlama . convertToLlamaCVFolds . createCVSplits . findDominatedAlgos . fixFeckingPresolve . getAlgorithmNames . getCosealASScenario . getCostsAndPresolvedStatus . getDefaultFeatureStepNames . getFeatureNames . getFeatureStepNames . getInstanceNames . getNumberOfCVFolds . getNumberOfCVReps . getProvidedFeatures . getSummedFeatureCosts . imputeAlgoPerf . parseASScenario . plotAlgoCorMatrix . plotAlgoPerf . runLlamaModels . summarizeAlgoPerf . summarizeAlgoRunstatus . summarizeFeatureSteps . summarizeFeatureValues . summarizeLlamaExps . writeASScenario . 
Some associated R codes: aggregateStochasticAlgoRuns.R . checkDuplicatedInstances.R . convertAlgoPerfToWideFormat.R . convertFeats.R . convertPerf.R . convertToCheck.R . convertToLlama.R . convertToLlamaCVFolds.R . createCVSplits.R . findDominatedAlgos.R . getAlgorithmNames.R . getCV.R . getCosealASScenario.R . getCostsAndPresolvedStatus.R . getDefaultFeatureStepNames.R . getEDAAlgoPerf.R . getFeatureNames.R . getFeatureStepNames.R . getInstanceNames.R . getProvidedFeatures.R . getSummedFeatureCosts.R . imputeAlgoPerf.R . imputeZeroVals.R . parseASScenario.R . parseDescription.R . plotAlgoCorMatrix.R . plotAlgoPerfADoc.R . plotAlgoPerfBoxplots.R . plotAlgoPerfCDFs.R . plotAlgoPerfDensities.R . plotAlgoPerfScatterMatrix.R . removeCensoredRuns.R . runLlamaModels.R . summarizeAlgoPerf.R . summarizeAlgoRunstatus.R . summarizeFeatureSteps.R . summarizeFeatureValues.R . summarizeLlamaExps.R . utils.R . writeASScenario.R . zzz.R .  Full aslib package functions and examples
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