Insight into Data Preprocessing: Theory and Practice: Data Mining Perspective - Brossura

Balamurugan S., Appavu; Christopher A.B., Arockia

Brossura

ISBN 10: 3848430622 ISBN 13: 9783848430628

Casa editrice: LAP LAMBERT Academic Publishing, 2012

Riassunto

In real world datasets, lots of redundant and conflicting data exists. The performance of a classification algorithm in data mining is greatly affected by noisy information (i.e. redundant and conflicting data). These arameters not only increase the cost of mining process, but also degrade the detection performance of the classifiers. They have to be removed to increase the efficiency and accuracy of the classifiers. This process is called as the tuning of the dataset.Insight into Data pre-processing: Theory and Practice is the master reference that practitioners and researchers have long been seeking. It is also the obvious choice for academic and industry people.Features-1.Provides in-depth, practical coverage of essential data preprocessing topics, including data cleaning, integration, transformation, reduction and discretization. 2.Addresses the method to deals with redundant and conflicting pattern.

Su questo libro

L'autore

Dr.S.A.Balamurugan,APIT,TCE,Madurai,India. He received his PhD in Data mining from Anna University,Chennai. His research has been supported by UGC,India. He is a member of IEEE and CSI. He has published more than 30 research papers in reputed journal including IEEE, ELSEVIER AND SPRINGER. His research interests include Data mining and Informatics.

Dettagli dell'edizione

• Editore: LAP LAMBERT Academic Publishing
• Data di pubblicazione: 2012
• Lingua: Inglese
• ISBN 10: 3848430622
• ISBN 13: 9783848430628
• Rilegatura: Copertina flessibile
• Numero di pagine: 72
• Contatto del produttore: non disponibile
• Persona responsabile: non disponibile