Classifying continuous data set by ID3 algorithm

2005 Fifth International Conference on Information, Communications and Signal Processing

Volumn 2005, Issue , 2005, Pages 1048-1051

  Jearanaitanakij, Kietikul ^a  

^a KING MONGKUT'S INSTITUTE OF TECHNOLOGY LADKRABANG   (Thailand)

Author keywords

Classification; Continuous feature; Decision tree; ID3; Information theory

Indexed keywords

ALGORITHMS; BIT ERROR RATE; DECISION TREES; FEATURE EXTRACTION; INFORMATION THEORY; PROBLEM SOLVING;

CONTINUOUS FEATURES; DATA SETS; REAL-WORLD PROBLEMS;

CLASSIFICATION (OF INFORMATION);

EID: 34147183771     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. Ben Coppin, Artificial Intelligence Illuminated, Jones and Bartlett Publishers, 2004.
2. J. R. Quinlan, "Induction of Decision Trees," Machine Learning, vol. 1, 1986, pp. 81-106.
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4. Andrew Colin, "Building Decision Trees with the ID3 Algorithm," Dr. Dobbs Journal, June 1996.
5. Paul E. Utgoff, Incremental Induction of Decision Trees, Kluwer Academic Publishers, 1989.
6. Shannon, C. E. and Weaver, W., The Mathematical Theory of Communication, University of Illinois Press, Urbana, Illinois, 1949.
7. Tom Mitchell, Machine Learning, McGraw-Hill, pp. 52-81, 1997.