maxent: An R Package for Low-memory Multinomial Logistic Regression with Support for Semi-automated Text Classification

摘要

maxent is a package with tools for data classification using 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 document-term matrices represented by the tm text mining package.