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Model selection in multivariate adaptive regression splines (MARS) using information complexity as the fitness function.
Elçin Kartal-Koç
Hamparsum Bozdogan
Published in:
Mach. Learn. (2015)
Keyphrases
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model selection
fitness function
multivariate adaptive regression splines
genetic programming
genetic algorithm
cross validation
machine learning
sample size
learning algorithm
prior knowledge
support vector regression
model selection criteria
multi objective
regression model
statistical inference