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salso
View on CRAN: Click
here
Download and install salso package within the R console
Install from CRAN:
install.packages("salso")
Install from Github:
library("remotes")
install_github("cran/salso")
Install by package version:
library("remotes")
install_version("salso", "0.3.42")
Attach the package and use:
library("salso")
Maintained by
David B. Dahl
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.salso . salso author details . https://github.com/dbdahl/salso/issues . https://github.com/dbdahl/salso . salso results . salso.pdf . salso_0.3.42.tar.gz . salso_0.3.42.zip . salso_0.3.42.zip . salso_0.3.42.zip . salso_0.3.42.tgz . salso_0.3.42.tgz . salso_0.3.42.tgz . salso_0.3.42.tgz . salso_0.3.42.tgz . salso_0.3.42.tgz . salso archive . https://CRAN.R-project.org/package=salso .
First Published: 2019-09-21
Latest Update: 2023-07-17
Description:
The SALSO algorithm is an efficient randomized greedy search method to find a point estimate for a random partition based on a loss function and posterior Monte Carlo samples. The algorithm is implemented for many loss functions, including the Binder loss and a generalization of the variation of information loss, both of which allow for unequal weights on the two types of clustering mistakes. Efficient implementations are also provided for Monte Carlo estimation of the posterior expected loss of a given clustering estimate. See Dahl, Johnson, M
How to cite:
David B. Dahl (2019). salso: Search Algorithms and Loss Functions for Bayesian Clustering. R package version 0.3.42, https://cran.r-project.org/web/packages/salso. Accessed 29 Mar. 2025.
Previous versions and publish date:
0.1.2 (2019-09-21 13:40), 0.1.3 (2019-09-27 18:30), 0.1.9 (2019-11-29 20:50), 0.1.11 (2020-01-07 21:20), 0.1.16 (2020-02-07 20:00), 0.2.3 (2020-11-09 20:00), 0.2.5 (2020-11-19 14:10), 0.2.15 (2021-03-10 16:40), 0.2.20 (2021-03-28 00:20), 0.2.22 (2021-05-13 09:40), 0.2.23 (2021-08-13 06:40), 0.3.0 (2021-12-06 19:20), 0.3.27 (2022-12-03 01:40), 0.3.29 (2022-12-20 07:30), 0.3.35 (2023-07-17 22:20), 0.3.41 (2024-09-07 02:10)
Other packages that cited salso R package
View salso citation profile
Other R packages that salso depends,
imports, suggests or enhances
Complete documentation for salso
Functions, R codes and Examples using
the salso R package
Some associated functions: bell . dlso . enumerate.partitions . enumerate.permutations . iris.clusterings . partition.loss . plot.salso.summary . psm . salso . summary.salso.estimate .
Some associated R codes: bell.R . dlso.R . enumerate.partitions.R . enumerate.permutations.R . internal.R . iris.clusterings-data.R . minimize.by.enumeration.R . partition.loss.R . partition.loss.dendrogram.R . plot.salso.summary.R . psm.R . roxido.R . salso.R . summary.salso.estimate.R . Full salso package functions and examples
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