Other packages > Find by keyword >

dcsvm  

Density Convoluted Support Vector Machines
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("dcsvm", "0.0.1")



Attach the package and use:
library("dcsvm")
Maintained by
Boxiang Wang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-01-10
Latest Update: 2025-01-10
Description:
Implements an efficient algorithm for solving sparse-penalized support vector machines with kernel density convolution. This package is designed for high-dimensional classification tasks, supporting lasso (L1) and elastic-net penalties for sparse feature selection and providing options for tuning kernel bandwidth and penalty weights. The 'dcsvm' is applicable to fields such as bioinformatics, image analysis, and text classification, where high-dimensional data commonly arise. Learn more about the methodology and algorithm at Wang, Zhou, Gu, and Zou (2023) <doi:10.1109/TIT.2022.3222767>.
How to cite:
Boxiang Wang (2025). dcsvm: Density Convoluted Support Vector Machines. R package version 0.0.1, https://cran.r-project.org/web/packages/dcsvm. Accessed 25 Oct. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited dcsvm R package
View dcsvm citation profile
Other R packages that dcsvm depends, imports, suggests or enhances
Complete documentation for dcsvm
Functions, R codes and Examples using the dcsvm R package
Full dcsvm package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

fstcore  
R Bindings to the 'Fstlib' Library
The 'fstlib' library provides multithreaded serialization of compressed data frames using the 'fst' ...
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  
imputeTS  
Time Series Missing Value Imputation
Imputation (replacement) of missing values in univariate time series. Offers several imputation fu ...
Download / Learn more Package Citations See dependency  
nlstools  
Tools for Nonlinear Regression Analysis
Several tools for assessing the quality of fit of a gaussian nonlinear model are provided. ...
Download / Learn more Package Citations See dependency  
guardianapi  
Access 'The Guardian' Newspaper Open Data API
Access to 'The Guardian' newspaper's open API , containing ...
Download / Learn more Package Citations See dependency  
CTT  
Classical Test Theory Functions
A collection of common test and item analyses from a classical test theory (CTT) framework. Analyses ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

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