Other packages > Find by keyword >

SSOSVM  

Stream Suitable Online Support Vector Machines
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("SSOSVM", "0.2.2")



Attach the package and use:
library("SSOSVM")
Maintained by
Andrew Thomas Jones
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-05-06
Latest Update: 2019-05-06
Description:
Soft-margin support vector machines (SVMs) are a common class of classification models. The training of SVMs usually requires that the data be available all at once in a single batch, however the Stochastic majorization-minimization (SMM) algorithm framework allows for the training of SVMs on streamed data instead Nguyen, Jones & McLachlan(2018)<doi:10.1007/s42081-018-0001-y>. This package utilizes the SMM framework to provide functions for training SVMs with hinge loss, squared-hinge loss, and logistic loss.
How to cite:
Andrew Thomas Jones (2019). SSOSVM: Stream Suitable Online Support Vector Machines. R package version 0.2.2, https://cran.r-project.org/web/packages/SSOSVM. Accessed 07 Jun. 2026.
Previous versions and publish date:
0.2.1 (2019-05-06 11:10)
Other packages that cited SSOSVM R package
View SSOSVM citation profile
Other R packages that SSOSVM depends, imports, suggests or enhances
Complete documentation for SSOSVM
Functions, R codes and Examples using the SSOSVM R package
Some associated functions: Hinge . Logistic . SSOSVM . SVMFit . SquareHinge . generateSim . 
Some associated R codes: RcppExports.R . Utility_functions.R .  Full SSOSVM package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

gRain  
Bayesian Networks
Probability propagation in graphical independence networks, also known as Bayesian networks or prob ...
Download / Learn more Package Citations See dependency  
roxygen2  
In-Line Documentation for R
Generate your Rd documentation, 'NAMESPACE' file, and collation field using specially formatted com ...
Download / Learn more Package Citations See dependency  
xmlr  
Read, Write and Work with 'XML' Data
'XML' package for creating and reading and manipulating 'XML', with an object model based on 'Refere ...
Download / Learn more Package Citations See dependency  
embryogrowth  
Tools to Analyze the Thermal Reaction Norm of Embryo Growth
Tools to analyze the embryo growth and the sexualisation thermal reaction norms. See ...
Download / Learn more Package Citations See dependency  
keep  
Arrays with Better Control over Dimension Dropping
Provides arrays with flexible control over dimension dropping when subscripting. ...
Download / Learn more Package Citations See dependency  
curtailment  
Finds Binary Outcome Designs Using Stochastic Curtailment
Finds single- and two-arm designs using stochastic curtailment, as described by Law et al. (2022) ...
Download / Learn more Package Citations See dependency  

27,372

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