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 11 Aug. 2026.
Previous versions and publish date:
(2026-07-09 08:25), 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

lactcurves  
Lactation Curve Parameter Estimation
AllCurves() runs multiple lactation curve models and extracts selection criteria for each model. Th ...
Download / Learn more Package Citations See dependency  
Rssa  
A Collection of Methods for Singular Spectrum Analysis
Methods and tools for Singular Spectrum Analysis including decomposition, forecasting and gap-filli ...
Download / Learn more Package Citations See dependency  
gprofiler2  
Interface to the 'g:Profiler' Toolset
A toolset for functional enrichment analysis and visualization, gene/protein/SNP identifier conversi ...
Download / Learn more Package Citations See dependency  
phonenumber  
Convert Letters to Numbers and Back as on a Telephone Keypad
Convert English letters to numbers or numbers to English letters as on a telephone keypad. When con ...
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  

28,313

R Packages

239,283

Dependencies

74,752

Author Associations

28,314

Publication Badges

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