Data Mining With Decision Trees

Download Data Mining With Decision Trees full books in PDF, epub, and Kindle. Read online free Data Mining With Decision Trees ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!

Data Mining With Decision Trees: Theory And Applications (2nd Edition)

Data Mining With Decision Trees: Theory And Applications (2nd Edition)
Author :
Publisher : World Scientific
Total Pages : 328
Release :
ISBN-10 : 9789814590099
ISBN-13 : 9814590096
Rating : 4/5 (096 Downloads)

Book Synopsis Data Mining With Decision Trees: Theory And Applications (2nd Edition) by : Oded Z Maimon

Download or read book Data Mining With Decision Trees: Theory And Applications (2nd Edition) written by Oded Z Maimon and published by World Scientific. This book was released on 2014-09-03 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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) Related Books