A nested heuristic for parameter tuning in Support Vector Machines.
Emilio CarrizosaBelen Martin-BarraganDolores Romero MoralesPublished in: Comput. Oper. Res. (2014)
Keyphrases
- parameter tuning
- support vector
- large margin classifiers
- learning machines
- ink bleed
- parameter settings
- search algorithm
- dynamic programming
- model selection
- optimal solution
- cross validation
- tabu search
- loss function
- fuzzy logic controller
- logistic regression
- flowshop
- kernel function
- maximum likelihood
- support vectors
- neural network
- artificial neural networks
- maximum margin
- generalization bounds
- clustering algorithm
- genetic algorithm