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

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

 
9783848430628: Insight into Data Preprocessing: Theory and Practice: Data Mining Perspective
Softcover
ISBN 10: 3848430622 ISBN 13: 9783848430628
Verlag: LAP LAMBERT Academic Publishing, 2012

Inhaltsangabe

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.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2012
Sprache
Englisch
ISBN 10 
3848430622
ISBN 13 
9783848430628
Einband
Taschenbuch
Anzahl der Seiten
72
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Editions Vie
customerservice@vdm-vsg.de

Brivibas gatve 197
Riga
1039
Lettland