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RTextTools
View on CRAN: Click
here
Download and install RTextTools package within the R console
Install from CRAN:
install.packages("RTextTools")
Install from Github:
library("remotes")
install_github("cran/RTextTools")
Install by package version:
library("remotes")
install_version("RTextTools", "1.4.3")
Attach the package and use:
library("RTextTools")
Maintained by
Loren Collingwood
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.RTextTools . RTextTools results . RTextTools.pdf . RTextTools_1.4.3.tar.gz . RTextTools_1.4.3.zip . RTextTools_1.4.3.zip . RTextTools_1.4.3.zip . RTextTools_1.4.3.tgz . RTextTools_1.4.3.tgz . RTextTools_1.4.3.tgz . RTextTools_1.4.3.tgz . RTextTools archive . https://CRAN.R-project.org/package=RTextTools .
First Published: 2011-08-16
Latest Update: 2020-04-26
Description:
A machine learning package for automatic text classification
that makes it simple for novice users to get started with machine
learning, while allowing experienced users to easily experiment
with different settings and algorithm combinations. The package
includes eight algorithms for ensemble classification (svm, slda,
boosting, bagging, random forests, glmnet, decision trees, neural
networks), comprehensive analytics, and thorough documentation.
How to cite:
Loren Collingwood (2011). RTextTools: Automatic Text Classification via Supervised Learning. R package version 1.4.3, https://cran.r-project.org/web/packages/RTextTools. Accessed 15 Apr. 2025.
Previous versions and publish date:
1.2 (2011-08-16 09:53), 1.3.1 (2011-08-23 07:10), 1.3.2 (2011-12-05 08:54), 1.3.3 (2012-01-08 15:36), 1.3.4 (2012-01-11 09:35), 1.3.5 (2012-01-16 08:32), 1.3.6 (2012-02-01 09:13), 1.3.7 (2012-04-03 23:02), 1.3.8 (2012-05-13 10:35), 1.3.9 (2012-08-15 09:12), 1.3 (2011-08-21 17:17), 1.4.0 (2012-09-23 08:36), 1.4.1 (2013-04-09 10:14), 1.4.2 (2014-01-19 09:07)
Other packages that cited RTextTools R package
View RTextTools citation profile
Other R packages that RTextTools depends,
imports, suggests or enhances
Complete documentation for RTextTools
Functions, R codes and Examples using
the RTextTools R package
Some associated functions: NYTimes . USCongress . analytics-class . analytics_virgin-class . as.compressed.matrix . classify_model . classify_models . create_analytics . create_container . create_ensembleSummary . create_matrix . create_precisionRecallSummary . create_scoreSummary . cross_validate . getStemLanguages . matrix_container-class . print_algorithms . read_data . recall_accuracy . summary.analytics . summary.analytics_virgin . train_model . train_models . wordStem .
Some associated R codes: as.compressed.matrix.R . classify_model.R . classify_models.R . create_analytics.R . create_container.R . create_ensembleSummary.R . create_matrix.R . create_precisionRecallSummary.R . create_scoreSummary.R . cross_validate.R . langs.R . print_algorithms.R . read_data.R . recall_accuracy.R . summary.analytics.R . summary.analytics_virgin.R . train_model.R . train_models.R . zzz.R . Full RTextTools package functions and examples
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