survxai: Visualization of the Local and Global Survival Model Explanations

Survival models may have very different structures. This package contains functions for creating a unified representation of a survival models, which can be further processed by various survival explainers. Tools implemented in 'survxai' help to understand how input variables are used in the model and what impact do they have on the final model prediction. Currently, four explanation methods are implemented. We can divide them into two groups: local and global.

Package details

AuthorAleksandra Grudziaz [aut, cre], Alicja Gosiewska [aut], Przemyslaw Biecek [aut, ths]
MaintainerAleksandra Grudziaz <[email protected]>
LicenseGPL
Version0.2.0
URL https://mi2datalab.github.io/survxai/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("survxai")

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survxai documentation built on May 2, 2019, 2:45 p.m.