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Download the fantastic book titled Data Mining With Decision Trees Theory And Applications 2nd Edition written by Maimon Oded Z, available in its entirety in both PDF and EPUB formats for online reading. This page includes a concise summary, a preview of the book cover, and detailed information about "Data Mining With Decision Trees Theory And Applications 2nd Edition ", which was released on 03 September 2014. We suggest perusing the summary before initiating your download. This book is a top selection for enthusiasts of the Computers genre.

Summary of Data Mining With Decision Trees Theory And Applications 2nd Edition by Maimon Oded Z PDF

Decision trees have become one of the most powerful and popular approaches in knowledge discovery and data mining; it is the science of exploring large and complex bodies of data in order to discover useful patterns. Decision tree learning continues to evolve over time. Existing methods are constantly being improved and new methods introduced.This 2nd Edition is dedicated entirely to the field of decision trees in data mining; to cover all aspects of this important technique, as well as improved or new methods and techniques developed after the publication of our first edition. In this new edition, all chapters have been revised and new topics brought in. New topics include Cost-Sensitive Active Learning, Learning with Uncertain and Imbalanced Data, Using Decision Trees beyond Classification Tasks, Privacy Preserving Decision Tree Learning, Lessons Learned from Comparative Studies, and Learning Decision Trees for Big Data. A walk-through guide to existing open-source data mining software is also included in this edition.This book invites readers to explore the many benefits in data mining that decision trees offer:

Data Mining With Decision Trees Theory And Applications 2nd Edition

Detail About Data Mining With Decision Trees Theory And Applications 2nd Edition PDF

  • Author : Maimon Oded Z
  • Publisher : World Scientific
  • Genre : Computers
  • Total Pages : 328 pages
  • ISBN : 9814590096
  • PDF File Size : 20,8 Mb
  • Language : English
  • Rating : 4/5 from 21 reviews

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