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

M Ikonomakis, S Kotsiantis, V Tampakas - WSEAS transactions on …, 2005 - Citeseer
… In general, text classification plays an important role in information … , text retrieval, and
questionanswering. This paper illustrates the text classification process using machine learning

[HTML][HTML] Text classification algorithms: A survey

K Kowsari, K Jafari Meimandi, M Heidarysafa, S Mendu… - Information, 2019 - mdpi.com
… previous machine learning algorithms on tasks such as image … algorithm which is used for
text classification. Then, we address two popular techniques in ensemble learning algorithms: …

[HTML][HTML] Analytics of machine learning-based algorithms for text classification

SU Hassan, J Ahamed, K Ahmad - Sustainable Operations and Computers, 2022 - Elsevier
Machine Learning Techniques are used for text classification… , based on text classification
employing Machine Learning … The problem is that the manual process of classifying text data is …

Performance analysis of supervised machine learning algorithms for text classification

SZ Mishu, SM Rafiuddin - 2016 19th International Conference …, 2016 - ieeexplore.ieee.org
… the text classification process on different dataset using some standard supervised machine
learning … In this research, several machine learning algorithms are applied to a number of …

Survey on supervised machine learning techniques for automatic text classification

AI Kadhim - Artificial intelligence review, 2019 - Springer
text classification, process of different term weighing methods and comparison between
different classification … each technique on text classification using machine learning algorithms. …

[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
… in text documents classification, … text representation and machine learning techniques. This
paper provides a review of the theory and methods of document classification and text mining

Automatic text classification using machine learning and optimization algorithms

R Janani, S Vijayarani - Soft Computing, 2021 - Springer
… new algorithms for feature selection and text classification. First, … the machine learning
techniques was enforced to classify the … text classification, this work proposed two algorithms for …

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

X Luo - Alexandria Engineering Journal, 2021 - Elsevier
… with the selection of efficient machine learning techniques by … machine learning algorithm
for our text classification. We have used an efficient technique for our English text classification. …

A survey on text classification algorithms: From text to predictions

A Gasparetto, M Marcuzzo, A Zangari, A Albarelli - Information, 2022 - mdpi.com
… recent, deep learning-based methods in both their functioning and in how they transform
input data. To give a better perspective on the text classification … posed by deep learning-based …

[PDF][PDF] Text classification performance analysis on machine learning

RR Kumar, MB Reddy, P Praveen - International Journal of …, 2019 - researchgate.net
Text Classification is the task of classifying a … machine learning algorithms are applied to
a number of dataset to determine the accuracy of the classifiers. Machine learning algorithms