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validateIt
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]
[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 22 Dec. 2024.
Previous versions and publish date:
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Complete documentation for validateIt
Functions, R codes and Examples using
the validateIt R package
Some associated functions: R4WSItasktest . Topic_Model_Validation_Overview . allR4WSItasktest . checkAgree . combMass . evalResults . getResults . goldR4WSItest . heldouttest . keypostedtest . masstest . mixGold . modtest . pickLabel . plotResults . record . recordtest . resultstest . sendTasks . stmPreptest . tidyeval . validateLabel . validateTopic .
Some associated R codes: checkAgree.R . combMass.R . data.R . evalResults.R . getResults.R . mixGold.R . pickLabel.R . plotResults.R . recordTasks.R . sendTasks.R . utils-tidy-eval.R . validateLabel.R . validateTopic.R . Full validateIt package functions and examples
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