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Data Preprocessing in Data Mining
Paperback
Series: Intelligent Systems Reference Library, Book 72
Technology & EngineeringDatabasesProgramming
ISBN13: 9783319377315
Publisher: Springer
Published: Sep 10 2016
Pages: 320
Weight: 1.04
Height: 0.70 Width: 6.14 Depth: 9.21
Language: English
Introduction.- Data Sets and Proper Statistical Analysis of Data Mining Techniques.- Data Preparation Basic Models.- Dealing with Missing Values.- Dealing with Noisy Data.- Data Reduction.- Feature Selection.- Instance Selection.- Discretization.- A Data Mining Software Package Including Data Preparation and Reduction: KEEL.
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