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LDABiplots

It contains the development of a tool that provides a web-based graphical user interface (GUI) to perform Biplots representations from a scraping of news from digital newspapers under the Bayesian approach of Latent Dirichlet Assignment (LDA) and machine learning algorithms. Contains LDA methods described by Blei, David M., Andrew Y. Ng and Michael I. Jordan (2003), and Biplot methods described by Gabriel K.R(1971) and Galindo-Villardon P(1986).

Installation

# install.packages("LDABiplots")

Author

Pilacuan-Bonete L., Galindo-Villardon P., De la Hoz-M J., & Delgado J.

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Version

Install

install.packages('LDABiplots')

Monthly Downloads

45

Version

0.1.2

License

GPL-3

Maintainer

Luis Pilacuan-Bonete

Last Published

July 18th, 2022

Functions in LDABiplots (0.1.2)

HJBiplot

HJBiplot
Plot_Biplot

Plotting Biplot
dtmremovetfidf

Remove terms from a Document-Term-Matrix and documents with no terms based on the term frequency inverse document frequency
runLDABiplots

Shiny UI for LDABiplots package
dtmcorr

Pearson Correlation for Sparse Matrices
JKBiplot

JKBiplot
dtmtfidf

Term Frequency - Inverse Document Frequency calculation
GHBiplot

GHBiplot