Other packages > Find by keyword >

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", "0.1.3")



Attach the package and use:
library("aslib")
Maintained by
Lars Kotthoff
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-11-25
Latest Update: 2025-09-01
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 (2016). aslib: Interface to the Algorithm Selection Benchmark Library. R package version 0.1.3, https://cran.r-project.org/web/packages/aslib. Accessed 10 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:19), 0.1.1 (2020-05-24 17:50), 0.1.2 (2022-08-25 10:22), 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
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
keyATM  
Keyword Assisted Topic Models
Fits keyword assisted topic models (keyATM) using collapsed Gibbs samplers. The keyATM combines the ...
Download / Learn more Package Citations See dependency  
adespatial  
Multivariate Multiscale Spatial Analysis
Tools for the multiscale spatial analysis of multivariate data. Several methods are based on the us ...
Download / Learn more Package Citations See dependency  
RPEnsemble  
Random Projection Ensemble Classification
Implements the methodology of "Cannings, T. I. and Samworth, R. J. (2017) Random-projection ensemble ...
Download / Learn more Package Citations See dependency  
eoR  
Data Management Package (Exposure and Occurrence Data in R)
This data management package provides some helper classes for publicly available data sources (HMD, ...
Download / Learn more Package Citations See dependency  

28,989

R Packages

247,686

Dependencies

76,729

Author Associations

28,990

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA