dsos
Dataset Shift with Outlier Scores
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) <arXiv:1908.04000>. Modern notions of outlyingness such as trust scores and prediction uncertainty can be used as the underlying scores for example.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.1.2 |
2026-04-09 windows/windows R-4.5 | dsos_0.1.2.zip |
932.0 KiB |
Dependencies (latest)
Imports
- data.table (>= 1.14.6)
- future.apply (>= 1.10.0)
- ggplot2 (>= 3.4.0)
- scales (>= 1.2.1)
- simctest (>= 2.6)
- stats (>= 4.2.1)