Supervised machine learning studies are gaining more significant recently because of the
availability of the increasing number of the electronic documents from different resources …

The aim of this study is to provide an overview the state-of-the-art elements of text
classification. For this purpose, we first select and investigate the primary and recent studies …

With the evolution of Internet, the meaning and accessibility of text documents and electronic
information has increased. The automatic text categorization methods became essential in …

The automated categorization (or classification) of texts into predefined categories has
witnessed a booming interest in the last 10 years, due to the increased availability of …

Text categorization–the assignment of natural language texts to one or more predefined
categories based on their content–is an important component in many information …

Text classification (TC) is an approach used for the classification of any kind of documents
for the target category or out. In this paper, we implemented the Support Vector Machines …

Text classification (aka text categorisation) is an effective and efficient technology for
information organisation and management. With the explosion of information resources on …

Text classification is used to organize documents in a predefined set of classes. It is very
useful in Web content management, search engines; email filtering, etc. Text classification is …

ABSTRACT Automatic Text Classification is a semi-supervised machine learning task that
automatically assigns a given document to a set of pre-defined categories based on its …

Automated classification of text into predefined categories has always been considered as a
vital method to manage and process a vast amount of documents in digital forms that are …