[PDF][PDF] Comparison of text classifiers on news articles

L Pradhan, NA Taneja, C Dixit, M Suhag - Int. Res. J. Eng. Technol, 2017 - academia.edu
Text classification is used to classify documents on the basis of their content. The documents
are assigned to one or more categories manually or with the help of classifying algorithms …

[PDF][PDF] Document classification using various classification algorithms: a survey

B Kaur, G Bathla - Int J Fut Revol Comput Sci Commun Eng, 2018 - academia.edu
Text classification is used to classify the document of similar types. Text classification can be
also performed under supervision ie it is an supervised leaning technique Text classification …

Support vector machine versus k-nearest neighbor for Arabic text classification

E Al-Thwaib, W Al-Romimah - International Journal of Sciences, 2014 - ideas.repec.org
Text Classification (TC) or text categorization can be described as the act of assigning text
documents to predefined classes or categories. The need for automatic text classification …

[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 …

[PDF][PDF] A hybrid text classification approach using KNN and SVM

M Sivakumar, C Karthika, P Renuga - Int. J. Innov. Res. Sci. Eng …, 2014 - academia.edu
Text classification is the process of assigning text documents based on certain categories. A
classifier is used to define the appropriate class for each text document based on the input …

[PDF][PDF] Comparative study of classification algorithm for text based categorization

O Ardhapure, G Patil, D Udani, K Jetha - Int. J. Res. Eng. Technol, 2016 - academia.edu
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 …

[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 …

Arabic text categorization using support vector machine, Naïve Bayes and neural network

AH Mohammad, T Alwada 'n, O Al-Momani - GSTF Journal on Computing …, 2016 - Springer
Text classification is a very important area in information retrieval. Text classification
techniques used to classify documents into a set of predefined categories. There are several …

[PDF][PDF] Survey paper on document classification and classifiers

U Singh, S Hasan - Int. J. Comput. Sci. Trends Technol, 2015 - academia.edu
The rapid growth of World Wide Web has rendered the document classification by humans
infeasible which has given impetus to the techniques like Data mining, NLP and Machine …

[PDF][PDF] Text Document categorization using support vector machine

S Fatima, B Srinivasu - International Research Journal of …, 2017 - academia.edu
The Web is a tremendous source of information, so tremendous that it becomes difficult for
human beings to select meaningful information without support. Categorization of …