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Assessing Learning Paradigms in Text Classification Using ML - Tapa blanda

Wajeed, Dr.Mohammed Abdul

 
9786202197922: Assessing Learning Paradigms in Text Classification Using ML
Tapa blanda
ISBN 10: 6202197927 ISBN 13: 9786202197922
Editorial: LAP LAMBERT Academic Publishing, 2018

Sinopsis

Text categorization has become the core research area in text mining domain. Semi-supervised learning paradigm is relatively new learning paradigm compared to supervised and unsupervised learning, semi-supervised learning paradigm is introduced. The topics in the book are introduced such that a novice reader can grasp them easily. The simple to implement, traditional K-Nearest Neighbour learning algorithm is employed in the process of categorization. Terms importance with respect to each class label are identified and are used to improve the performance of the traditional KNN algorithm.

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Reseña del editor

Text categorization has become the core research area in text mining domain. Semi-supervised learning paradigm is relatively new learning paradigm compared to supervised and unsupervised learning, semi-supervised learning paradigm is introduced. The topics in the book are introduced such that a novice reader can grasp them easily. The simple to implement, traditional K-Nearest Neighbour learning algorithm is employed in the process of categorization. Terms importance with respect to each class label are identified and are used to improve the performance of the traditional KNN algorithm.

Biografía del autor

Dr. Mohammed Abdul Wajeed currently works for Keshav Memorial Institute of Technology, Hyderabad in Computer Science & Engineering Department. He completed M.Tech Computer Science & Engineering from Osmania University in 2007, and PHD in Computer Science & Engineering from Jawahar Lal Nehru Technological University in 2015.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
LAP LAMBERT Academic Publishing
Año de publicación
2018
Idioma
Inglés
ISBN 10 
6202197927
ISBN 13 
9786202197922
Encuadernación
Tapa blanda
Número de páginas
104
Contacto del fabricante
no disponible
Persona responsable
no disponible