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 06 Jun. 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

r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
BALLI  
Expression RNA-Seq Data Analysis Based on Linear Mixed Model
Analysis of gene expression RNA-seq data using Bartlett-Adjusted Likelihood-based LInear model (BALL ...
Download / Learn more Package Citations See dependency  
rwavelet  
Wavelet Analysis
Perform wavelet analysis (orthogonal,translation invariant, tensorial, 1-2-3d transforms, thresholdi ...
Download / Learn more Package Citations See dependency  
worrrd  
Generate Wordsearch and Crossword Puzzles
Generate wordsearch and crossword puzzles using custom lists of words (and clues).Make them easy or ...
Download / Learn more Package Citations See dependency  
odbc  
Connect to ODBC Compatible Databases (using the DBI Interface)
A DBI-compatible interface to ODBC databases. ...
Download / Learn more Package Citations See dependency  
IAPWS95  
Thermophysical Properties of Water and Steam
An implementation of the International Association for the Properties of Water (IAPWS) Formulation ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,820

Author Associations

27,205

Publication Badges

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