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fangs  

Feature Allocation Neighborhood Greedy Search Algorithm
View on CRAN: Click here


Download and install fangs package within the R console
Install from CRAN:
install.packages("fangs")

Install from Github:
library("remotes")
install_github("cran/fangs")

Install by package version:
library("remotes")
install_version("fangs", "0.2.21")



Attach the package and use:
library("fangs")
Maintained by
David B. Dahl
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-12-05
Latest Update: 2025-04-11
Description:
A neighborhood-based, greedy search algorithm is performed to estimate a feature allocation by minimizing the expected loss based on posterior samples from the feature allocation distribution. The method is currently under peer review but an earlier draft is available in Dahl, Johnson, and Andros (2022+) .
How to cite:
David B. Dahl (2022). fangs: Feature Allocation Neighborhood Greedy Search Algorithm. R package version 0.2.21, https://cran.r-project.org/web/packages/fangs. Accessed 04 Jun. 2026.
Previous versions and publish date:
0.2.2 (2022-12-05 12:00), 0.2.8 (2022-12-20 01:00), 0.2.11 (2023-01-24 06:30), 0.2.13 (2023-07-17 21:40), 0.2.17 (2024-09-06 18:00), 0.2.18 (2025-03-30 05:20), 0.2.21 (2025-04-11 05:10)
Other packages that cited fangs R package
View fangs citation profile
Other R packages that fangs depends, imports, suggests or enhances
Complete documentation for fangs
Functions, R codes and Examples using the fangs R package
Some associated functions: compute_expected_loss . compute_loss . fangs . samplesFA . 
Some associated R codes: compute_expected_loss.R . compute_loss.R . fangs.R . roxido.R . samplesFA.R .  Full fangs package functions and examples
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