Model Selection of C-Support Vector Machines Based on Multi-Threading Genetic Algorithm.
Guoyou ShiShuang LiuPublished in: Int. J. Wavelets Multiresolution Inf. Process. (2013)
Keyphrases
- model selection
- learning machines
- genetic algorithm
- cross validation
- multithreading
- support vector
- hyperparameters
- computational power
- generalization error
- sample size
- parameter estimation
- parallel computing
- feature selection
- highly efficient
- regression model
- variable selection
- mixture model
- machine learning
- marginal likelihood
- statistical inference
- generalization ability
- kernel function
- selection criterion
- information criterion
- bayesian inference
- gaussian process
- low cost
- bayesian information criterion
- parallel processing
- coarse grained
- memory efficient
- classification accuracy
- training data