Improving GP classifier generalization using a cluster separation metric

GECCO 2006 - Genetic and Evolutionary Computation Conference

Volumn 1, Issue , 2006, Pages 939-940

  George, Ashley ^a   Heywood, Malcolm I ^a  

^a DALHOUSIE UNIVERSITY   (Canada)

Author keywords

Classification; Clustering; Evaluation; Genetic programming

Indexed keywords

CLASSIFICATION (OF INFORMATION); COSTS; DISTRIBUTED COMPUTER SYSTEMS; EVALUATION; FUNCTION EVALUATION; LEARNING ALGORITHMS; MATHEMATICAL PROGRAMMING; PROBLEM SOLVING;

CLASSIFICATION PROBLEMS; CLUSTERING; COST FUNCTION; GENETIC PROGRAMMING;

GENETIC ALGORITHMS;

EID: 33750224789     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1143997.1144159     Document Type: Conference Paper

References (5)

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3. J.R. Koza. Genetic Programming as a Means for Programming Computers by Natural Selection. Statistics and Computing. Vol. 4, 1994, pp 87-112.
4. K. R. Castleman. Digital Image Processing. Prentice Hall, Englewood Cliffs, NJ. USA, 1996.
5. A. George. Local versus Global Wrapper Functions in Genetic Programming. Master Thesis. Dalhousie University, Faculty of Computer Science. Canada, April 2006.