Other packages > Find by keyword >

svmodt  

Linear SVM-Based Recursive Decision Trees
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("svmodt", "0.1.0")



Attach the package and use:
library("svmodt")
Maintained by
Aneesh Agarwal
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-06-30
Latest Update: 2026-06-30
Description:
Implements Support Vector Machine Oblique Decision Trees (SVMODT). Recursively builds classification trees using linear Support Vector Machines (SVM) hyperplanes at each node instead of axis-parallel splits, creating oblique decision boundaries. Features include multiple feature selection methods, dynamic feature subset strategies, class weight support for imbalanced datasets, pruning and feature penalization.
How to cite:
Aneesh Agarwal (2026). svmodt: Linear SVM-Based Recursive Decision Trees. R package version 0.1.0, https://cran.r-project.org/web/packages/svmodt. Accessed 06 Aug. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited svmodt R package
View svmodt citation profile
Other R packages that svmodt depends, imports, suggests or enhances
Complete documentation for svmodt
Functions, R codes and Examples using the svmodt R package
Full svmodt package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

SAMBA  
Selection and Misclassification Bias Adjustment for Logistic Regression Models
Health research using data from electronic health records (EHR) has gained popularity, but miscla ...
Download / Learn more Package Citations See dependency  
TMDb  
Access to TMDb API
Provides an R-interface to the TMDb API (see TMDb API on < ...
Download / Learn more Package Citations See dependency  
lsmeans  
Least-Squares Means
Obtain least-squares means for linear, generalized linear, and mixed models. Compute contrasts or l ...
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  
RRedshiftSQL  
R Interface to the 'Redshift' Database
Superclasses 'PostgreSQL' connection to help enable full 'dplyr' functionality on 'Redshift'. ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

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