Revision 0fb974be9c3e1e22a2145c9c602c44cd10cef2b0

Package: r-ingredients @ 2.0

Synopsis

Effects and importances of model ingredients

Description

This is a collection of tools for assessment of feature importance and feature effects. Key functions are:

• feature_importance() for assessment of global level feature importance,

• ceteris_paribus() for calculation of the what-if plots,

• partial_dependence() for partial dependence plots,

• conditional_dependence() for conditional dependence plots,

• accumulated_dependence() for accumulated local effects plots,

• aggregate_profiles() and cluster_profiles() for aggregation of ceteris paribus profiles,

• generic print() and plot() for better usability of selected explainers,

• generic plotD3() for interactive, D3 based explanations, and

• generic describe() for explanations in natural language.

Home page

https://ModelOriented.github.io/ingredients/

Location

gnu/packages/cran.scm (line: 15989, column: 2)

License

• GPL 3

Derivations

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