2009 RuleInduction

• (Grzymala-Busse, 2009) ⇒ Jerzy W. Grzymala-Busse. (2009). “Rule Induction.” In: Maimon O., Rokach L. (eds) Data Mining and Knowledge Discovery Handbook. ISBN:978-0-387-09822-7, 978-0-387-09823-4. doi:10.1007/978-0-387-09823-4_13

Subject Headings: Rule Induction Algorithm; LEM Induction Algorithm.

Cited By

• Google Scholar: ~ 68 Citations (Retrieved:2019-11-12).
• Semantic Scholar: ~ 9 Citations (Retrieved:2019-11-12).
• Bookmetrix: ~ 5 Citations (Retrieved:2019-11-12).

Quotes

Author Keywords

• Rule Induction Algorithms LEM1; LEM2; AQ; LERS Data Mining System; LERS Classification System; Rule Set Types; Discriminant Rule Sets; Validation.

Abstract

This chapter begins with a brief discussion of some problems associated with input data. Then different rule types are defined. Three representative rule induction methods: LEM1, LEM2, and AQ are presented. An idea of a classification system, where rule sets are utilized to classify new cases, is introduced. Methods to evaluate an error rate associated with classification of unseen cases using the rule set are described. Finally, some more advanced methods are listed.

References

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	Author	volume	Date Value	title	type	journal	titleUrl	doi	note	year
2009 RuleInduction	Jerzy W. Grzymala-Busse			Rule Induction				10.1007/978-0-387-09823-4_13		2009