Other packages > Find by keyword >

validateIt  

Validating Topic Coherence and Topic Labels
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("validateIt", "1.2.1")



Attach the package and use:
library("validateIt")
Maintained by
Luwei Ying
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-05-16
Latest Update: 2023-05-16
Description:
By creating crowd-sourcing tasks that can be easily posted and results retrieved using Amazon's Mechanical Turk (MTurk) API, researchers can use this solution to validate the quality of topics obtained from unsupervised or semi-supervised learning methods, and the relevance of topic labels assigned. This helps ensure that the topic modeling results are accurate and useful for research purposes. See Ying and others (2022) <doi:10.1101/2023.05.02.538599>. For more information, please visit <https://github.com/Triads-Developer/Topic_Model_Validation>.
How to cite:
Luwei Ying (2023). validateIt: Validating Topic Coherence and Topic Labels. R package version 1.2.1, https://cran.r-project.org/web/packages/validateIt. Accessed 30 Jan. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited validateIt R package
View validateIt citation profile
Other R packages that validateIt depends, imports, suggests or enhances
Complete documentation for validateIt
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

convertid  
Convert Gene IDs Between Each Other and Fetch Annotations from Biomart
Gene Symbols or Ensembl Gene IDs are converted using the Bimap interface in 'AnnotationDbi' in conve ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
GGMncv  
Gaussian Graphical Models with Nonconvex Regularization
Estimate Gaussian graphical models with nonconvex penalties , including ...
Download / Learn more Package Citations See dependency  
kesernetwork  
Visualization of the KESER Network
A shiny app to visualize the knowledge networks for the code concepts. Using co-occurrence matrices ...
Download / Learn more Package Citations See dependency  
WtTopsis  
Weighted Method for Multiple-Criteria Decision Making
Evaluation of alternatives based on multiple criteria using weighted technique for Order preference ...
Download / Learn more Package Citations See dependency  
fastmit  
Fast Mutual Information Based Independence Test
A mutual information estimator based on k-nearest neighbor method proposed by A. Kraskov, et al. (20 ...
Download / Learn more Package Citations See dependency  

23,580

R Packages

204,057

Dependencies

63,980

Author Associations

23,581

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA