Survival analysis models are used primarily in medicine and churn analysis. Due to many applications, we are witnessing a fast development of a wide range of black-box survival models. Their lack of interpretability makes them unusable for analyzes that require an understanding of the model behavior.
An R package survxai is a tool for creating explanations of survival models. For both, complex and simple survival models. It also enables to compare them. Currently, four explanation methods are implemented. We can divide them into 2 groups: local and global.
News
Informations about changes in survxai relases can be found in NEWS.
How to contribute
Informations about creating issues and pull requests in survxai can be found in CONTRIBUTING.
Links
- Report a bug at
https://github.com/MI2DataLab/survxai/issues - Source code at
https://github.com/MI2DataLab/survxai - Contributing guidelines at
https://github.com/MI2DataLab/survxai/blob/master/CONTRIBUTING.md
License
- GPL
Developers
- Aleksandra Grudziaz
Author, maintainer - Alicja Gosiewska
Author - Przemyslaw Biecek
Author, thesis advisor
