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In fangs: Feature Allocation Neighborhood Greedy Search Algorithm
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fangs: Feature Allocation Neighborhood Greedy Search Algorithm
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 described in Dahl, Johnson, and Andros (2023) "Comparison and Bayesian Estimation of Feature Allocations" \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1080/10618600.2023.2204136")}.
Author(s)
Maintainer: David B. Dahl dahl@stat.byu.edu (ORCID)
Authors:
R. Jacob Andros androsrj@gmail.com (ORCID)
Devin J. Johnson devin.j.johnson7@gmail.com (ORCID)
Other contributors:
Alex Crichton alex@alexcrichton.com (Rust crates: cfg-if, proc-macro2) [contributor]
Andrii Dmytrenko andrii.dmytrenko@deliveroo.co.uk (Rust crate: lapjv) [contributor]
Brendan Zabarauskas bjzaba@yahoo.com.au (Rust crate: approx) [contributor]
David B. Dahl dahl@stat.byu.edu (Rust crates: roxido, roxido_macro) [contributor]
David Tolnay dtolnay@gmail.com (Rust crates: proc-macro2, quote, syn, unicode-ident) [contributor]
Jim Turner (Rust crate: ndarray) [contributor]
Josh Stone cuviper@gmail.com (Rust crates: autocfg, rayon, rayon-core) [contributor]
Niko Matsakis niko@alum.mit.edu (Rust crates: rayon, rayon-core) [contributor]
R. Janis Goldschmidt (Rust crate: matrixmultiply) [contributor]
The Cranelift Project Developers (Rust crate: wasi) [contributor]
The CryptoCorrosion Contributors (Rust crates: ppv-lite86, rand_chacha) [contributor]
The Rand Project Developers (Rust crates: getrandom, rand, rand_chacha, rand_core, rand_pcg) [contributor]
The Rust Project Developers (Rust crates: libc, log, num-complex, num-integer, num-traits, rand, rand_chacha, rand_core) [contributor]
Ulrik Sverdrup "bluss" (Rust crate: ndarray) [contributor]
bluss (Rust crates: either, itertools, matrixmultiply, rawpointer) [contributor]
See Also
Useful links:
fangs documentation built on April 11, 2025, 5:51 p.m.
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| fangs-package | R Documentation |
fangs: Feature Allocation Neighborhood Greedy Search Algorithm
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 described in Dahl, Johnson, and Andros (2023) "Comparison and Bayesian Estimation of Feature Allocations" \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1080/10618600.2023.2204136")}.
Author(s)
Maintainer: David B. Dahl dahl@stat.byu.edu (ORCID)
Authors:
R. Jacob Andros androsrj@gmail.com (ORCID)
Devin J. Johnson devin.j.johnson7@gmail.com (ORCID)
Other contributors:
Alex Crichton alex@alexcrichton.com (Rust crates: cfg-if, proc-macro2) [contributor]
Andrii Dmytrenko andrii.dmytrenko@deliveroo.co.uk (Rust crate: lapjv) [contributor]
Brendan Zabarauskas bjzaba@yahoo.com.au (Rust crate: approx) [contributor]
David B. Dahl dahl@stat.byu.edu (Rust crates: roxido, roxido_macro) [contributor]
David Tolnay dtolnay@gmail.com (Rust crates: proc-macro2, quote, syn, unicode-ident) [contributor]
Jim Turner (Rust crate: ndarray) [contributor]
Josh Stone cuviper@gmail.com (Rust crates: autocfg, rayon, rayon-core) [contributor]
Niko Matsakis niko@alum.mit.edu (Rust crates: rayon, rayon-core) [contributor]
R. Janis Goldschmidt (Rust crate: matrixmultiply) [contributor]
The Cranelift Project Developers (Rust crate: wasi) [contributor]
The CryptoCorrosion Contributors (Rust crates: ppv-lite86, rand_chacha) [contributor]
The Rand Project Developers (Rust crates: getrandom, rand, rand_chacha, rand_core, rand_pcg) [contributor]
The Rust Project Developers (Rust crates: libc, log, num-complex, num-integer, num-traits, rand, rand_chacha, rand_core) [contributor]
Ulrik Sverdrup "bluss" (Rust crate: ndarray) [contributor]
bluss (Rust crates: either, itertools, matrixmultiply, rawpointer) [contributor]
See Also
Useful links:
R Package Documentation
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