Rule Generalization by Condition Combination

Rule Generalization by Condition Combination

This paper introduces an approach of condition combination to generate rules in a decision table. First we describe the concepts of negative condition and condition combination upon which our work is based, then their important properties for designing our algorithms. The algorithms are analyzed to...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Xue, Hanhong, Cai, Qingsheng
Format: Buchkapitel
Sprache:eng
Schlagworte:
Applied sciences
Artificial intelligence
Computer science
control theory
systems
Computing: general
Exact sciences and technology
Information systems. Data bases
Learning and adaptive systems
Memory organisation. Data processing
Software
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Beschreibung
Zusammenfassung:This paper introduces an approach of condition combination to generate rules in a decision table. First we describe the concepts of negative condition and condition combination upon which our work is based, then their important properties for designing our algorithms. The algorithms are analyzed to show their time complexity and concern with attribute ordering.
ISSN:0302-9743
1611-3349
DOI:10.1007/3-540-64383-4_51