Hybrid methodology based on Bayesian optimization and GA-PARSIMONY to search for parsimony models by combining hyperparameter optimization and feature selection.
F. Javier Martínez-de-Pisón-AscacibarRuben Gonzalez-SendinoAlvaro AldamaJavier Ferreiro-CabelloEsteban Fraile-GarciaPublished in: Neurocomputing (2019)
Keyphrases
- feature selection
- optimization method
- global search
- optimization algorithm
- parameter optimization
- optimization problems
- model selection
- global optimization
- search algorithm
- random search
- genetic algorithm
- gaussian processes
- response surface
- optimization process
- text classification
- particle swarm optimization
- genetic algorithm ga
- differential evolution
- multi objective
- evolution strategy
- bayesian networks
- search space
- evolutionary search
- evolutionary algorithm
- knn