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maxent is an R package with tools for lowmemory multinomial logistic regression, also known as maximum entropy. The focus of this maximum entropy classifier is to minimize memory consumption on very large datasets, particularly sparse documentterm matrices represented by the tm package. The classifier is based on an efficient C++ implementation written by Dr. Yoshimasa Tsuruoka.
Package details 


Author  Timothy P. Jurka, Yoshimasa Tsuruoka 
Maintainer  Timothy P. Jurka <[email protected]> 
License  GPL3 
Version  1.3.3.1 
Package repository  View on CRAN 
Installation 
Install the latest version of this package by entering the following in R:

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