Machine Learning Algorithms in Web Page Classification - Brossura

Markkandeyan, S.; Rajakumaran, M.; Dennis Ananth, A.

 
9786207465958: Machine Learning Algorithms in Web Page Classification
Brossura
ISBN 10: 6207465954 ISBN 13: 9786207465958
Casa editrice: LAP LAMBERT Academic Publishing, 2024

Sinossi

The contemporary world is heavily influenced by web technology, with a significant increase in web information every year. Manual classification of web page documents proves to be both time-consuming and inaccurate, given the abundance of irrelevant, redundant, and noisy information present in web pages. Therefore, an automatic web page classification system becomes essential. Web page classification plays a crucial role in information management and retrieval tasks. Feature selection is a pivotal step in achieving accurate web page classification.Web pages typically contain a large number of features, which can adversely affect classification accuracy. The primary objective of the proposed research is to develop a hybrid feature selection approach that is not only efficient but also effective in automatically classifying web pages. This approach not only enhances classification accuracy but also aids web search tools in delivering relevant results within the appropriate category.

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Editore
LAP LAMBERT Academic Publishing
Data di pubblicazione
2024
Lingua
Inglese
ISBN 10 
6207465954
ISBN 13 
9786207465958
Rilegatura
Copertina flessibile
Numero di pagine
140
Contatto del produttore
non disponibile
Persona responsabile
KreGa Onlinehandel GmbH
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