Data Preprocessing in Data Mining

García, Salvador, Luengo, Julián, Herrera, Francisco

  • 出版商: Springer
  • 出版日期: 2016-09-10
  • 售價: $8,520
  • 貴賓價: 9.5$8,094
  • 語言: 英文
  • 頁數: 320
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3319377310
  • ISBN-13: 9783319377315
  • 相關分類: Data-mining
  • 海外代購書籍(需單獨結帳)

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商品描述

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.