ShanLu92/FeaAug: SVM with Feature Augmentation

We implement the logarithm marginal density ratios transformation to form the original features with the goal of obtaining new and better-quality transformed features that can greatly improve the detection capability of an SVM-based detection model.

Getting started

Package details

AuthorJie Gu, Yue Zheng Ouyang, Shan Lu
MaintainerShan Lu <shan.lu@cufe.edu.cn>
LicenseCC0
Version0.2.1
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("ShanLu92/FeaAug")
ShanLu92/FeaAug documentation built on Jan. 31, 2021, 7:21 p.m.