Full model selection in the space of data mining operators

GECCO'12 - Proceedings of the 14th International Conference on Genetic and Evolutionary Computation Companion

Volumn , Issue , 2012, Pages 1503-1504

  Sun, Quan ^a   Pfahringer, Bernhard ^a   Mayo, Michael ^a  

^a UNIVERSITY OF WAIKATO   (New Zealand)

Author keywords

Full model selection; Genetic algorithm; Particle swarm

Indexed keywords

DIRECTED GRAPHS; GENETIC ALGORITHMS; GRAPH ALGORITHMS; MATHEMATICAL OPERATORS; METADATA; PARTICLE SWARM OPTIMIZATION (PSO); STRUCTURAL OPTIMIZATION;

DIRECTED ACYCLIC GRAPH (DAG); FEATURE TRANSFORMATIONS; FULL MODEL SELECTIONS; MINING OPERATORS; OPTIMAL PARAMETER; OPTIMAL STRUCTURES; PARTICLE SWARM; REGRESSION PROBLEM;

DATA MINING;

EID: 84865007056     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2330784.2331014     Document Type: Conference Paper

References (2)

1. H. J. Escalante, M. Montes, and L. E. Sucar. Particle swarm model selection. Journal of Machine Learning Research, 10:405-440, 2009.
2. M. Hall, E. Frank, G. Holmes, B. Pfahringer, P. Reutemann, and I. Witten. The weka data mining software: An update. SIGKDD Explorations, 11(1), 2009.