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A Model Selection Method for Machine Learning by Differential Evolution.
Yi-Chuan Chiu
Hsing-Hung Lin
Yung-Tsan Jou
Published in:
ICBDC (2019)
Keyphrases
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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