mallet v1.0

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A wrapper around the Java machine learning tool MALLET

This package allows you to train topic models in mallet and load results directly into R.

Functions in mallet

Name Description
mallet.topic.words Retrieve a matrix of words weights for topics
mallet-package An R wrapper for the Mallet topic modeling package
mallet.word.freqs Descriptive statistics of word frequencies
mallet.topic.labels Get strings containing the most probable words for each topic
MalletLDA Create a Mallet topic model trainer
mallet.top.words Get the most probable words and their probabilities for one topic.
mallet.subset.topic.words Estimate topic-word distributions from a sub-corpus
mallet.import Import text documents into Mallet format
mallet.read.dir Import documents from a directory into Mallet format
mallet.doc.topics Retrieve a matrix of topic weights for every document
mallet.topic.hclust Return a hierarchical clustering of topics
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Details

Type Package
Date 2013-07-18
License MIT + file LICENSE
SystemRequirements java
Packaged 2013-08-09 14:33:02 UTC; mimno
NeedsCompilation no
Repository CRAN
Date/Publication 2013-08-09 16:46:59
depends rJava
Contributors David Mimno

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