Other packages > Find by keyword >

crfsuite  

Conditional Random Fields for Labelling Sequential Data in Natural Language Processing
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("crfsuite", "0.4.2")



Attach the package and use:
library("crfsuite")
Maintained by
Jan Wijffels
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-09-28
Latest Update:
Description:
Wraps the 'CRFsuite' library allowing users to fit a Conditional Random Field model and to apply it on existing data. The focus of the implementation is in the area of Natural Language Processing where this R package allows you to easily build and apply models for named entity recognition, text chunking, part of speech tagging, intent recognition or classification of any category you have in mind. Next to training, a small web application is included in the package to allow you to easily construct training data.
How to cite:
Jan Wijffels (2018). crfsuite: Conditional Random Fields for Labelling Sequential Data in Natural Language Processing. R package version 0.4.2, https://cran.r-project.org/web/packages/crfsuite. Accessed 18 Sep. 2026.
Previous versions and publish date:
(2026-07-09 07:29), 0.1.1 (2018-10-02 20:10), 0.1 (2018-09-28 20:10), 0.2 (2018-10-22 00:00), 0.3.1 (2020-04-27 21:00), 0.3.2 (2020-05-18 12:40), 0.3.3 (2020-09-01 18:50), 0.3.4 (2020-10-10 23:50), 0.3 (2019-05-31 15:00), 0.4.1 (2022-11-01 14:40), 0.4.2 (2023-09-17 02:00), 0.4 (2021-11-12 22:50)
Other packages that cited crfsuite R package
View crfsuite citation profile
Other R packages that crfsuite depends, imports, suggests or enhances
Complete documentation for crfsuite
Functions, R codes and Examples using the crfsuite R package
Some associated functions: airbnb . airbnb_chunks . as.crf . crf . crf_caretmethod . crf_cbind_attributes . crf_evaluation . crf_options . merge.chunkrange . ner_download_modeldata . predict.crf . txt_feature . txt_sprintf . 
Some associated R codes: RcppExports.R . coef.R . data.R . evaluation.R . feature_engineering.R . modelling.R . pkg.R . training_data.R . utils.R .  Full crfsuite package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

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  
injectoR  
R Dependency Injection
R dependency injection framework. Dependency injection allows a program design to follow the depend ...
Download / Learn more Package Citations See dependency  
data360r  
Wrapper for 'TCdata360' and 'Govdata360' API
Makes it easy to engage with the Application Program Interface (API) of the 'TCdata360' and 'Govdat ...
Download / Learn more Package Citations See dependency  
downlit  
Syntax Highlighting and Automatic Linking
Syntax highlighting of R code, specifically designed for the needs of 'RMarkdown' packages like 'pk ...
Download / Learn more Package Citations See dependency  
eyelinker  
Import ASC Files from EyeLink Eye Trackers
Imports plain-text ASC data files from EyeLink eye trackers into (relatively) tidy data frames for ...
Download / Learn more Package Citations See dependency  
hmeasure  
The H-Measure and Other Scalar Classification Performance Metrics
Classification performance metrics that are derived from the ROC curve of a classifier. The package ...
Download / Learn more Package Citations See dependency  

28,565

R Packages

239,283

Dependencies

75,677

Author Associations

28,566

Publication Badges

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