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This book provides a clear, methodical introduction to data-mining techniques and statistical modeling for discovering patterns in large datasets. It covers fundamental methods including classification, clustering, regression, association rules, and model evaluation — blending theory with practical examples and guidance to help readers apply data-mining effectively in real-world contexts.
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Publisher: John Wiley & Sons, Inc.
Publishing Year: 2006
ISBN: 978-0-471-66656-1
Pages: 480