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ldaPrototype
View on CRAN: Click
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Download and install ldaPrototype package within the R console
Install from CRAN:
install.packages("ldaPrototype")
Install from Github:
library("remotes")
install_github("cran/ldaPrototype")
Install by package version:
library("remotes")
install_version("ldaPrototype", "0.3.1")
Attach the package and use:
library("ldaPrototype")
Maintained by
Jonas Rieger
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-01-10
Latest Update: 2021-09-02
Description:
Determine a Prototype from a number of runs of Latent Dirichlet Allocation (LDA) measuring its similarities with S-CLOP: A procedure to select the LDA run with highest mean pairwise similarity, which is measured by S-CLOP (Similarity of multiple sets by Clustering with Local Pruning), to all other runs. LDA runs are specified by its assignments leading to estimators for distribution parameters. Repeated runs lead to different results, which we encounter by choosing the most representative LDA run as prototype.
How to cite:
Jonas Rieger (2020). ldaPrototype: Prototype of Multiple Latent Dirichlet Allocation Runs. R package version 0.3.1, https://cran.r-project.org/web/packages/ldaPrototype. Accessed 01 Feb. 2025.
Previous versions and publish date:
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imports, suggests or enhances
Complete documentation for ldaPrototype
Functions, R codes and Examples using
the ldaPrototype R package
Some associated functions: LDA . LDABatch . LDAPrototype . LDARep . SCLOP . as.LDABatch . as.LDARep . cosineTopics . dendTopics . getJob . getPrototype . getSCLOP . getSimilarity . getTopics . jaccardTopics . jsTopics . ldaPrototype-package . mergeBatchTopics . mergeRepTopics . mergeTopics . pruneSCLOP . rboTopics . reuters .
Some associated R codes: LDA.R . LDABatch.R . LDAPrototype.R . LDARep.R . SCLOP.R . as.LDABatch.R . as.LDARep.R . cosineTopics.R . data.R . dendTopics.R . getJob.R . getPrototype.R . getSCLOP.R . getSimilarity.R . getTopics.R . helpers.R . jaccardTopics.R . jsTopics.R . ldaPrototype-package.R . mergeBatchTopics.R . mergeRepTopics.R . mergeTopics.R . pruneSCLOP.R . rboTopics.R . Full ldaPrototype package functions and examples
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