fangs

Feature Allocation Neighborhood Greedy Search Algorithm

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 described in Dahl, Johnson, and Andros (2023) "Comparison and Bayesian Estimation of Feature Allocations" .

Reference manual

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install.packages("fangs")

0.2.25 by David B. Dahl, 20 days ago

https://github.com/dbdahl/fangs-package

Report a bug at https://github.com/dbdahl/fangs-package/issues

Browse source code at https://github.com/cran/fangs

Authors: David B. Dahl [aut, cre] (ORCID: , R. Jacob Andros [aut] , Devin J. Johnson [aut] , Authors of the dependency Rust crates [ctb] (see inst/AUTHORS file for details)

Documentation:   PDF Manual  

MIT + file LICENSE | Apache License 2.0 license

System requirements: Cargo (Rust's package manager), rustc (>= 1.85.1)

See at CRAN

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