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Survey of Classification Techniques in Data Mining.
- Source :
- International MultiConference of Engineers & Computer Scientists 2009; 2009, p727-731, 5p, 1 Diagram, 2 Charts
- Publication Year :
- 2009
-
Abstract
- Classification is a data mining (machine learning) technique used to predict group membership for data instances. In this paper, we present the basic classification techniques. Several major kinds of classification method including decision tree induction, Bayesian networks, k-nearest neighbor classifier, case-based reasoning, genetic algorithm and fuzzy logic techniques. The goal of this survey is to provide a comprehensive review of different classification techniques in data mining. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- Database :
- Supplemental Index
- Journal :
- International MultiConference of Engineers & Computer Scientists 2009
- Publication Type :
- Book
- Accession number :
- 41021207