Mallet Glossary

Mallet: Mallet is a Java-based toolkit for natural language processing, document classification, clustering, topic modeling, information extraction, and other machine learning applications. It provides a wide range of algorithms and features for text processing, including tokenization, stemming, part-of-speech tagging, and n-grams.

Document Classification: Document classification is the process of automatically assigning a document to one or more categories or classes based on its content. It is used to organize documents into meaningful categories, such as news articles, blog posts, or product reviews.

Clustering: Clustering is the process of grouping similar objects together. It is used to identify patterns and relationships in data, and can be used to group documents, images, or other data points into meaningful clusters.

Topic Modeling: Topic modeling is a technique for automatically discovering the topics or themes in a collection of documents. It is used to identify the main topics in a document or

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