[PDF][PDF] Text classification and classifiers: A survey

V Korde, CN Mahender - International Journal of Artificial …, 2012 - academia.edu
ABSTRACT As most information (over 80%) is stored as text, text mining is believed to have
a high commercial potential value. knowledge may be discovered from many sources of …

A Review on Comparison of Machine Learning Algorithms for Text Classification

M Dhingra, D Dhabliya, MK Dubey… - … and Informatics (IC3I …, 2022 - ieeexplore.ieee.org
The majority of the data is preserved as text (about 75%), hence It is believed that text
mining has a significant commercial potential. Unstructured texts continue to be the most …

[PDF][PDF] Text classification using machine learning techniques.

M Ikonomakis, S Kotsiantis, V Tampakas - WSEAS transactions on …, 2005 - Citeseer
Automated text classification has been considered as a vital method to manage and process
a vast amount of documents in digital forms that are widespread and continuously …

[PDF][PDF] A comparative study on different types of approaches to text categorization

PY Pawar, SH Gawande - International Journal of Machine Learning and …, 2012 - ijmlc.org
Text Categorization is a pattern classification task for text mining and necessary for efficient
management of textual information systems. The documents can be classified by three ways …

Text classification techniques: A literature review

M Thangaraj, M Sivakami - Interdisciplinary journal of …, 2018 - search.proquest.com
Text Classification Techniques: A Literature Review Page 1 Volume 13, 2018 Accepted by
Editor Maureen Tanner│ Received: July 7 3, 2017│ Revised: October 31, 2017, January …

[PDF][PDF] Representation and classification of text documents: A brief review

BS Harish, DS Guru, S Manjunath - IJCA, Special Issue on …, 2010 - researchgate.net
Text classification is one of the important research issues in the field of text mining, where
the documents are classified with supervised knowledge. In literature we can find many text …

[PDF][PDF] A review of machine learning algorithms for text-documents classification

A Khan, B Baharudin, LH Lee, K Khan - Journal of advances in …, 2010 - academia.edu
With the increasing availability of electronic documents and the rapid growth of the World
Wide Web, the task of automatic categorization of documents became the key method for …

A survey on classification techniques for text mining

S Brindha, K Prabha… - 2016 3rd International …, 2016 - ieeexplore.ieee.org
The development of the World Wide Web it is no longer feasible for a user can understand
all the data coming from classify into categories. The expansion of information and power …

A comparative analysis of logistic regression, random forest and KNN models for the text classification

K Shah, H Patel, D Sanghvi, M Shah - Augmented Human Research, 2020 - Springer
In the current generation, a huge amount of textual documents are generated and there is an
urgent need to organize them in a proper structure so that classification can be performed …

[HTML][HTML] Efficient English text classification using selected machine learning techniques

X Luo - Alexandria Engineering Journal, 2021 - Elsevier
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 …