Data Preparation for Data Mining

  • Dorian Pyle

+ Author(s) Name
  • Dorian Pyle

  • The book Offers in-depth coverage of an essential but largely ignored subject. It goes far beyond theory, leading readers step by step through the author’s own data preparation techniques, provides practical illustrations of the methodology using realistic sample data sets, includes algorithms readers can apply directly to their own project, along with instructions for understanding when automation is possible and when greater intervention is required. It explains how to identify and correct data problems that may be present in their application. Prepares miners, helping them head into preparation with a better understanding of data sets and their limitations.

+ About the Book
  • The book Offers in-depth coverage of an essential but largely ignored subject. It goes far beyond theory, leading readers step by step through the author’s own data preparation techniques, provides practical illustrations of the methodology using realistic sample data sets, includes algorithms readers can apply directly to their own project, along with instructions for understanding when automation is possible and when greater intervention is required. It explains how to identify and correct data problems that may be present in their application. Prepares miners, helping them head into preparation with a better understanding of data sets and their limitations.

  • ISBN : 9781558605299

+ ISBN
  • ISBN : 9781558605299

  • Publisher : Morgan Kaufmann

+ Publisher Details
  • Publisher : Morgan Kaufmann

  • Year of Publication : 1999

+ Year of Publication
  • Year of Publication : 1999