xspliner: Assisted Model Building, using Surrogate Black-Box Models to Train Interpretable Spline Based Additive Models

Builds generalized linear model with automatic data transformation. The 'xspliner' helps to build simple, interpretable models that inherits informations provided by more complicated ones. The resulting model may be treated as explanation of provided black box, that was supplied prior to the algorithm.

Package details

AuthorKrystian Igras [aut, cre], Przemyslaw Biecek [aut, ths]
MaintainerKrystian Igras <[email protected]>
URL https://ModelOriented.github.io/xspliner/
Package repositoryView on CRAN
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xspliner documentation built on Sept. 26, 2019, 1:02 a.m.