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 24 Oct. 2026.
Previous versions and publish date:
1.0.0 (2025-02-19 15:40), (2026-07-09 07:57)
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

climwin  
Climate Window Analysis
Contains functions to detect and visualise periods of climate sensitivity (climate windows) for a g ...
Download / Learn more Package Citations See dependency  
forecastHybrid  
Convenient Functions for Ensemble Time Series Forecasts
Convenient functions for ensemble forecasts in R combining approaches from the 'forecast' package. ...
Download / Learn more Package Citations See dependency  
gemlog  
File Conversion for "Gem Infrasound Logger"
Reads data files from the 'Gem infrasound logger' for analysis and converts to segy format (which is ...
Download / Learn more Package Citations See dependency  
givitiR  
The GiViTI Calibration Test and Belt
Functions to assess the calibration of logistic regression models with the GiViTI (Gruppo Italiano p ...
Download / Learn more Package Citations See dependency  
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  
magicfor  
Magic Functions to Obtain Results from for Loops
Magic functions to obtain results from for loops. ...
Download / Learn more Package Citations See dependency  

29,080

R Packages

247,686

Dependencies

77,281

Author Associations

29,081

Publication Badges

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