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Extract most likely terms or topics.

Description

Function to extract the most likely terms for each topic or the most likely topics for each document.

Usage

## S4 method for signature 'TopicModel'
terms(x, k, threshold, ...)
## S4 method for signature 'TopicModel'
topics(x, k, threshold, ...)

Arguments

x

Object of class "TopicModel".
k

The maximum number of terms/topics returned. By default set to 1 if no threshold is given.
threshold

Only the terms/topics which are more likely than the threshold are returned.
...

Further arguments passed to sapply.

Value

A list or matrix containing the most likely terms for each topic or the most likely topics for each document.

Author(s)

Bettina Gruen

See Also

topicmodels

Topic Models

v0.2-12
GPL-2
Authors
Bettina Grün [aut, cre] (<https://orcid.org/0000-0001-7265-4773>), Kurt Hornik [aut] (<https://orcid.org/0000-0003-4198-9911>), David M Blei [ctb, cph] (VEM estimation of LDA and CTM), John D Lafferty [ctb, cph] (VEM estimation of CTM), Xuan-Hieu Phan [ctb, cph] (MCMC estimation of LDA), Makoto Matsumoto [ctb, cph] (Mersenne Twister RNG), Takuji Nishimura [ctb, cph] (Mersenne Twister RNG), Shawn Cokus [ctb] (Mersenne Twister RNG)
Initial release

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