localModel: localModel: LIME-like explanations with interpretable...
In localModel: LIME-Based Explanations with Interpretable Inputs Based on Ceteris Paribus Profiles
Description
Important functions
Description
This package implements LIME-like explanation method
(see Tulio Ribeiro, Singh, Guestrin (2016) <doi:10.1145/2939672.2939778>) in which interpretable
inputs are created based on local rather than global behaviour of each original feature.#'
Important functions
individual_surrogate_model generates an explanation for a single prediction with
interpretable features based on Ceteris Paribus profiles.
plot.local_surrogate_explainer plots the explanation.
localModel documentation built on Sept. 14, 2021, 5:12 p.m.
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Description Important functions
Description
This package implements LIME-like explanation method (see Tulio Ribeiro, Singh, Guestrin (2016) <doi:10.1145/2939672.2939778>) in which interpretable inputs are created based on local rather than global behaviour of each original feature.#'
Important functions
individual_surrogate_model generates an explanation for a single prediction with
interpretable features based on Ceteris Paribus profiles.
plot.local_surrogate_explainer plots the explanation.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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