densratio: Density Ratio Estimation

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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.

Author
Koji Makiyama [aut, cre]
Date of publication
2016-03-29 18:59:40
Maintainer
Koji Makiyama <hoxo.smile@gmail.com>
License
MIT + file LICENSE
Version
0.0.3
URLs

View on CRAN

Man pages

densratio
Estimate Density Ratio p_nu(x)/p_de(y)
KLIEP
Estimate Density Ratio p_nu(x)/p_de(y) by KLIEP...
uLSIF
Estimate Density Ratio p_nu(x)/p_de(y) by uLSIF...

Files in this package

densratio
densratio/inst
densratio/inst/doc
densratio/inst/doc/densratio.R
densratio/inst/doc/densratio.Rmd
densratio/inst/doc/densratio.html
densratio/NAMESPACE
densratio/R
densratio/R/densratio.R
densratio/R/KLIEP_search_sigma.R
densratio/R/KLIEP_search_sigma_list.R
densratio/R/KLIEP.R
densratio/R/KLIEP_compute_score.R
densratio/R/print.R
densratio/R/compute_kernel_Gaussian.R
densratio/R/uLSIF.R
densratio/R/KLIEP_optimize_alpha.R
densratio/R/uLSIF_search_sigma_and_lambda.R
densratio/vignettes
densratio/vignettes/densratio.Rmd
densratio/MD5
densratio/build
densratio/build/vignette.rds
densratio/DESCRIPTION
densratio/man
densratio/man/KLIEP.Rd
densratio/man/uLSIF.Rd
densratio/man/densratio.Rd
densratio/LICENSE