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FACT
View on CRAN: Click
here
Download and install FACT package within the R console
Install from CRAN:
install.packages("FACT")
Install from Github:
library("remotes")
install_github("cran/FACT")
Install by package version:
library("remotes")
install_version("FACT", "0.1.1")
Attach the package and use:
library("FACT")
Maintained by
Henri Funk
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-03-16
Latest Update: 2023-03-16
Description:
We present 'FACT' (Feature Attributions for ClusTering), a
framework for unsupervised interpretation methods that can be used with an
arbitrary clustering algorithm. The package is capable of re-assigning instances to
clusters (algorithm agnostic), preserves the integrity of the data and does
not introduce additional models. 'FACT' is inspired by the principles of
model-agnostic interpretation in supervised learning. Therefore, some of the
methods presented are based on 'iml', a R Package for Interpretable Machine
Learning by Christoph Molnar, Giuseppe Casalicchio, and Bernd Bischl (2018)
.
How to cite:
Henri Funk (2023). FACT: Feature Attributions for ClusTering. R package version 0.1.1, https://cran.r-project.org/web/packages/FACT. Accessed 01 May. 2025.
Previous versions and publish date:
0.1.0 (2023-03-16 12:30)
Other packages that cited FACT R package
View FACT citation profile
Other R packages that FACT depends,
imports, suggests or enhances
Complete documentation for FACT
Functions, R codes and Examples using
the FACT R package
Full FACT package
functions and examples
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