Numerous alternative methods for text classification have been created because of the
increase in the amount of online text information available. The cosine similarity classifier is …

Text categorization is a process in data mining which assigns predefined categories to free-
text documents using machine learning techniques. Any document in the form of text, image …

Automatic text classification, which is defined as the process of automatically classifying
texts into predefined categories, has many applications in our everyday life and it has …

The main objective is to propose a text classification based on the features selection and
preprocessing thereby reducing the dimensionality of the Feature vector and increase the …

Text classification is the process of classifying documents into predefined categories based
on their content. Existing supervised learning algorithms to automatically classify text need …

The automated categorization (or classification) of texts into predefined categories is one of
the booming field of text mining. Now a days availability of digital data is very high, and to …

As the amount of online text increases, the demand for text categorization to aid the analysis
and management of text is increasing. Text is cheap, but information, in the form of knowing …

Text classification is a supervised learning technique that uses labeled training data to
derive a classification system (classifier) and then automatically classifies unlabelled text …

Text classification is a method which involves managing and processing important
information that can be categorized into predefined classes within a collection of text data …

Automatic classification of text documents has become an important research issue now
days. Proper classification of text documents requires information retrieval, machine learning …