Investigação do modelo de aprendizagem híbrido genético-baseado em instâncias.
Nardin, Luciana de
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This research work investigates the contribution of genetic algorithms to instance based learning methods, particularly k-NN, IB1 and IB2. The main focus of the investigation is to optimize the performance of three algorithms by means of a genetic algorithm. A computational system that implements each method and its genetic variant is described. Results of experiments in some knowledge domains are presented and analised.