Other packages > Find by keyword >

RMSS  

Robust Multi-Model Subset Selection
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("RMSS", "1.1.1")



Attach the package and use:
library("RMSS")
Maintained by
Anthony Christidis
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-06-11
Latest Update: 2023-09-14
Description:
Efficient algorithms for generating ensembles of robust, sparse and diverse models via robust multi-model subset selection (RMSS). The robust ensembles are generated by minimizing the sum of the least trimmed square loss of the models in the ensembles under constraints for the size of the models and the sharing of the predictors. Tuning parameters for the robustness, sparsity and diversity of the robust ensemble are selected by cross-validation.
How to cite:
Anthony Christidis (2023). RMSS: Robust Multi-Model Subset Selection. R package version 1.1.1, https://cran.r-project.org/web/packages/RMSS. Accessed 21 Nov. 2024.
Previous versions and publish date:
1.0.0 (2023-06-11 13:40), 1.1.0 (2023-08-17 22:02)
Other packages that cited RMSS R package
View RMSS citation profile
Other R packages that RMSS depends, imports, suggests or enhances
Complete documentation for RMSS
Functions, R codes and Examples using the RMSS R package
Full RMSS package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

deductive  
Data Correction and Imputation Using Deductive Methods
Attempt to repair inconsistencies and missing values in data records by using information from vali ...
Download / Learn more Package Citations See dependency  
RcppHNSW  
'Rcpp' Bindings for 'hnswlib', a Library for Approximate Nearest Neighbors
'Hnswlib' is a C++ library for Approximate Nearest Neighbors. This package provides a minimal R int ...
Download / Learn more Package Citations See dependency  
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  
crossrun  
Joint Distribution of Number of Crossings and Longest Run
Joint distribution of number of crossings and the longest run in a series of independent Bernoulli ...
Download / Learn more Package Citations See dependency  
kgschart  
KGS Rank Graph Parser
Restore underlining numeric data from rating history graph of KGS (an online platform of the game o ...
Download / Learn more Package Citations See dependency  
pkgdepends  
Package Dependency Resolution and Downloads
Find recursive dependencies of 'R' packages from various sources. Solve the dependencies to obtain ...
Download / Learn more Package Citations See dependency  

23,229

R Packages

199,929

Dependencies

62,984

Author Associations

23,230

Publication Badges

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