dcsvm-package {dcsvm} | R Documentation |
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:
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dcsvm
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cv.dcsvm
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coef.dcsvm
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plot.dcsvm
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plot.cv.dcsvm
Author(s)
Boxiang Wang, Le Zhou, Yuwen Gu, and Hui Zou
Maintainer:
Boxiang Wang <boxiang-wang@uiowa.edu>
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,
[Package dcsvm version 0.0.1 Index]