Other packages > Find by keyword >

ASML  

Algorithm Portfolio Selection with Machine Learning
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("ASML", "1.1.0")



Attach the package and use:
library("ASML")
Maintained by
Brais González-Rodríguez
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-02-19
Latest Update: 2025-02-19
Description:
A wrapper for machine learning (ML) methods to select among a portfolio of algorithms based on the value of a key performance indicator (KPI). A number of features is used to adjust a model to predict the value of the KPI for each algorithm, then, for a new value of the features the KPI is estimated and the algorithm with the best one is chosen. To learn it can use the regression methods in 'caret' package or a custom function defined by the user. Several graphics available to analyze the results obtained. This library has been used in Ghaddar et al. (2023) <doi:10.1287/ijoc.2022.0090>).
How to cite:
Brais González-Rodríguez (2025). ASML: Algorithm Portfolio Selection with Machine Learning. R package version 1.1.0, https://cran.r-project.org/web/packages/ASML. Accessed 12 Mar. 2026.
Previous versions and publish date:
1.0.0 (2025-02-19 15:40)
Other packages that cited ASML R package
View ASML citation profile
Other R packages that ASML depends, imports, suggests or enhances
Complete documentation for ASML
Functions, R codes and Examples using the ASML R package
Full ASML package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

threewords  
Represent Precise Coordinates in Three Words
A connector to the 'What3Words' (http://what3words.co ...
Download / Learn more Package Citations See dependency  
impactflu  
Quantification of Population-Level Impact of Vaccination
Implements the compartment model from Tokars (2018) . This ena ...
Download / Learn more Package Citations See dependency  
riskCommunicator  
G-Computation to Estimate Interpretable Epidemiological Effects
Estimates flexible epidemiological effect measures including both differences and ratios using the p ...
Download / Learn more Package Citations See dependency  
funnelR  
Funnel Plots for Proportion Data
A set of simplified functions for creating funnel plots for proportion data. This package supports u ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
sloop  
Helpers for 'OOP' in R
A collection of helper functions designed to help you to better understand object oriented programmi ...
Download / Learn more Package Citations See dependency  

26,293

R Packages

225,784

Dependencies

70,376

Author Associations

26,294

Publication Badges

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