r-dalex 2.4.3

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.

Outputs: out
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 r-dalex 2.4.3 as follows:

guix install r-dalex@2.4.3

Or install the latest version:

guix install r-dalex

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.