A Model Selection Method for Machine Learning by Differential Evolution.
Yi-Chuan ChiuHsing-Hung LinYung-Tsan JouPublished in: ICBDC (2019)
Keyphrases
- model selection
- differential evolution
- cross validation
- machine learning
- optimization method
- optimization algorithm
- evolution strategy
- hyperparameters
- evolutionary algorithm
- parameter estimation
- bayesian methods
- regression model
- differential evolution algorithm
- selection criterion
- mutation operator
- neural network
- information criterion
- statistical inference
- variable selection
- parameter determination
- automatic model selection
- solving global optimization problems
- multi objective
- convergence rate
- objective function
- training set
- particle swarm optimization
- mutual information