• Documents
  • Authors
  • Tables
  • Log in
  • Sign up
  • MetaCart
  • DMCA
  • Donate

CiteSeerX logo

Advanced Search Include Citations
Advanced Search Include Citations

DMCA

Induction of Decision Trees (1986)

Cached

  • Download as a PDF

Download Links

  • [www.prip.tuwien.ac.at]
  • [hunch.net]
  • [web.cs.sunyit.edu]
  • [web.cs.sunyit.edu]
  • [web.cs.sunyit.edu]
  • [hunch.net]
  • [www.hunch.net]
  • [publications.ai.mit.edu]
  • [publications.ai.mit.edu]
  • [www.cs.sunyit.edu]
  • [www.dmi.unict.it]
  • [www.cse.unsw.edu.au]
  • [www.cse.unsw.edu.au]
  • [www.cs.toronto.edu]
  • [storm.cis.fordham.edu]
  • [www.di.unipi.it]
  • [impact.asu.edu]
  • [impact.asu.edu]
  • [courses.cs.ut.ee]
  • [www.cs.utah.edu]
  • [www.cs.utah.edu]
  • [storm.cis.fordham.edu]
  • [sci2s.ugr.es]
  • [storm.cis.fordham.edu]
  • [impact.asu.edu]
  • [impact.asu.edu]
  • [courses.cs.ut.ee]

  • Other Repositories/Bibliography

  • DBLP
  • Save to List
  • Add to Collection
  • Correct Errors
  • Monitor Changes
by J. R. Quinlan
Venue:MACH. LEARN
Citations:4373 - 4 self
  • Summary
  • Citations
  • Active Bibliography
  • Co-citation
  • Clustered Documents
  • Version History

BibTeX

@ARTICLE{Quinlan86inductionof,
    author = {J. R. Quinlan},
    title = {Induction of Decision Trees},
    journal = {MACH. LEARN},
    year = {1986},
    volume = {1},
    pages = {81--106}
}

Share

Facebook Twitter Reddit Bibsonomy

OpenURL

 

Abstract

The technology for building knowledge-based systems by inductive inference from examples has been demonstrated successfully in several practical applications. This paper summarizes an approach to synthesizing decision trees that has been used in a variety of systems, and it describes one such system, ID3, in detail. Results from recent studies show ways in which the methodology can be modified to deal with information that is noisy and/or incomplete. A reported shortcoming of the basic algorithm is discussed and two means of overcoming it are compared. The paper concludes with illustrations of current research directions.

Keyphrases

decision tree    recent study    inductive inference    basic algorithm    several practical application    current research direction    knowledge-based system   

Powered by: Apache Solr
  • About CiteSeerX
  • Submit and Index Documents
  • Privacy Policy
  • Help
  • Data
  • Source
  • Contact Us

Developed at and hosted by The College of Information Sciences and Technology

© 2007-2019 The Pennsylvania State University