dcsvm-package: Density-Convoluted Support Vector Machines

In dcsvm: Density Convoluted Support Vector Machines

Density-Convoluted Support Vector Machines

Description

This package provides tools to perform density-convoluted support vector machine (DCSVM) modeling for high-dimensional data classification.

Details

This package implements the density-convoluted SVM for high-dimensional classification.

Package:	dcsvm
Type:	Package
Version:	0.0.1
Date:	2025-01-08
License:	GPL-2

The package dcsvm contains five main functions:

• dcsvm

• cv.dcsvm

• coef.dcsvm

• plot.dcsvm

• plot.cv.dcsvm

Author(s)

Boxiang Wang, Le Zhou, Yuwen Gu, and Hui Zou
Maintainer: Boxiang Wang <[e-mail]>

References

Wang, B., Zhou, L., Gu, Y., and Zou, H. (2023) Density-Convoluted Support Vector Machines for High-Dimensional Classification, IEEE Transactions on Information Theory, Vol. 69(4), 2523-2536,

dcsvm documentation built on April 3, 2025, 10:27 p.m.