NEWS.md

In dsos: Dataset Shift with Outlier Scores

dsos 0.1.2

New features

• Added functions for Bayesian test (bf_from_os), the corresponding S3 methods (print and plot) and helper functions to convert bayes factors to p-values (as_pvalue and as_bf).

• Added function (bf_compare) to compare Bayesian and frequentist test.

Breaking changes

• Deleted custom scoring functions (score_*) which depended on ranger and isotree. Users can now pass a scoring function as an argument to recreate this behaviour.

Enhancements

• Removed dependency on ranger and isotree packages.

• Updated README with Bayesian example and new links.

• Plotted test results without transforming the y-axis.

dsos 0.1.1

Breaking changes

• Changed naming convention for functions. Used the prefixes pt_*, at_* and score_* to denote permutation test, asymptotic test and scoring functions.

New features

• Exposed functions to test for no adverse shift from outlier scores directly: pt_from_os and at_from_os

Enhancements

• Added S3 method to print the result of (statistical) tests.

• Increased font size for p-value in S3 method to plot result of (statistical) tests.

• Updated README with new examples and links.

• Removed dependency on WeightedROC package.

• Made dependencies on ranger and isotree optional, required only when using specific scoring functions.

dsos 0.1.0

First Public Release

• Added a NEWS.md file to track changes to the package.
• Initial public release to GitHub and CRAN.

dsos documentation built on March 7, 2023, 6:47 p.m.