Induction of Decision Trees

Induction of Decision Trees (1986)

by J. R. Quinlan

Venue:	Mach. Learn
Citations:	2888 - 3 self

Datum	Value	Source
TITLE	Induction of Decision Trees	SVM HeaderParse 0.2
AUTHOR NAME	J. R. Quinlan	SVM HeaderParse 0.2
AUTHOR AFFIL	(munnari! nswitgould.oz! quinlan @ seismo.css.gov); Centre for Advanced Computing Sciences, New South Wales Institute of Technology, Sydney 2007,	SVM HeaderParse 0.2
AUTHOR ADDR	Australia	SVM HeaderParse 0.2
ABSTRACT	systems 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. 1.	SVM HeaderParse 0.2
YEAR	1986	INFERENCE
VENUE	Mach. Learn	INFERENCE
VENUE TYPE	JOURNAL	INFERENCE
PAGES	81--106	INFERENCE
CITATIONS	33 found	ParsCit 1.0