Nothing
cheem: Interactively Explore Local Explanations with the Radial Tour
Given a non-linear model, calculate the local explanation. We purpose view the data space, explanation space, and model residuals as ensemble graphic interactive on a shiny application. After an observation of interest is identified, the normalized variable importance of the local explanation is used as a 1D projection basis. The support of the local explanation is then explored by changing the basis with the use of the radial tour <doi:10.32614/RJ-2020-027>; <doi:10.1080/10618600.1997.10474754>.
Getting started
Browse package contents
Package details |
|
|---|---|
| Author | Nicholas Spyrison [aut, cre] (<https://orcid.org/0000-0002-8417-0212>) |
| Maintainer | Nicholas Spyrison <spyrison@gmail.com> |
| License | MIT + file LICENSE |
| Version | 0.4.0.0 |
| URL | https://github.com/nspyrison/cheem/ https://nspyrison.github.io/cheem/ |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
|
Try the cheem package in your browser
Any scripts or data that you put into this service are public.
