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dsos  

Dataset Shift with Outlier Scores
View on CRAN: Click here


Download and install dsos package within the R console
Install from CRAN:
install.packages("dsos")

Install from Github:
library("remotes")
install_github("cran/dsos")

Install by package version:
library("remotes")
install_version("dsos", "0.1.2")



Attach the package and use:
library("dsos")
Maintained by
Vathy M. Kamulete
[Scholar Profile | Author Map]
First Published: 2022-01-18
Latest Update: 2023-02-19
Description:
Test for no adverse shift in two-sample comparison when we have a training set, the reference distribution, and a test set. The approach is flexible and relies on a robust and powerful test statistic, the weighted AUC. Technical details are in Kamulete, V. M. (2021) . Modern notions of outlyingness such as trust scores and prediction uncertainty can be used as the underlying scores for example.
How to cite:
Vathy M. Kamulete (2022). dsos: Dataset Shift with Outlier Scores. R package version 0.1.2, https://cran.r-project.org/web/packages/dsos. Accessed 29 Mar. 2025.
Previous versions and publish date:
0.1.0 (2022-01-18 09:32), 0.1.1 (2022-08-16 21:20)
Other packages that cited dsos R package
View dsos citation profile
Other R packages that dsos depends, imports, suggests or enhances
Complete documentation for dsos
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