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Assessing Learning Paradigms in Text Classification Using ML - Softcover

Wajeed, Dr.Mohammed Abdul

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

Inhaltsangabe

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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Über die Autorin bzw. den 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.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2018
Sprache
Englisch
ISBN 10 
6202197927
ISBN 13 
9786202197922
Einband
Taschenbuch
Anzahl der Seiten
104
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Betascript Publishing
customerservice@vdm-vsg.de

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Riga
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