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crfsuite
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]
[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 04 Jun. 2026.
Previous versions and publish date:
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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
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