Proactive data mining with decision trees / Haim Dahan, Shahar Cohen, Lior Rokach, Oded Maimon.

Proactive data mining with decision trees /

This book explores a proactive and domain-driven method to classification tasks. This novel proactive approach to data mining not only induces a model for predicting or explaining a phenomenon, but also utilizes specific problem/domain knowledge to suggest specific actions to achieve optimal changes...

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Bibliographic Details
Main Author: Dahan, Haim (Author)
Format: Electronic eBook
Language:English
Published: New York, NY : Springer, 2014.
Series:SpringerBriefs in electrical and computer engineering.
Subjects:
Data mining.
Decision trees.
Electronic books.
Online Access: Full text (Wentworth users only)
Local Note:Ebook Library
Table of Contents:
  • Introduction
  • Proactive Data Mining: A General Approach
  • Proactive Data Mining Using Decision Trees
  • Proactive Data Mining in the Real World: Case Studies
  • Sensitivity Analysis of Proactive Data Mining
  • Conclusions.

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