densratio: Density Ratio Estimation

Density ratio estimation. The estimated density ratio function can be used in many applications such as the inlier-based outlier detection, covariate shift adaptation and etc. The implemented methods are uLSIF (Hido et al. (2011) <doi:10.1007/s10115-010-0283-2>) and KLIEP (Sugiyama et al. (2007) <doi:10.1007/s10463-008-0197-x>).

Package details

AuthorKoji Makiyama [aut, cre]
MaintainerKoji Makiyama <[email protected]>
LicenseMIT + file LICENSE
Version0.1.1
URL https://github.com/hoxo-m/densratio
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("densratio")

Try the densratio package in your browser

Any scripts or data that you put into this service are public.

densratio documentation built on May 9, 2019, 1:03 a.m.