r-dalex
Descriptive machine learning explanations
Machine Learning models are widely used and have various applications in classification or regression. Models created with boosting, bagging, stacking or similar techniques are often used due to their high performance, but such black-box models usually lack interpretability. The DALEX package contains various explainers that help to understand the link between input variables and model output.
- Versions: 2.4.3
- Website: https://pbiecek.github.io/DALEX/
- Licenses: GPL 3+
- Package source: gnu/packages/cran.scm
- Builds: See build status
- Issues: See known issues
Installation
Install the latest version of r-dalex as follows:
guix install r-dalex
Or install a particular version:
guix install r-dalex@2.4.3
You can also install packages in augmented, pure or containerized environments for development or simply to try them out without polluting your user profile. See the guix shell documentation for more information.
Badge code
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Example HTML:
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Example Org:
[[https://packages.guix.gnu.org/packages/r-dalex][https://packages.guix.gnu.org/packages/r-dalex/badges/latest-version.svg]]