A Binary PSO-Based Model Selection for Novel Smooth Twin Support Vector Regression.
Huajuan HuangXiuxi WeiYongquan ZhouPublished in: Int. J. Swarm Intell. Res. (2022)
Keyphrases
- model selection
- support vector regression
- regression model
- cross validation
- hyperparameters
- machine learning
- parameter determination
- particle swarm optimization
- sample size
- parameter estimation
- hybrid model
- support vector machine svm
- gaussian process
- motion segmentation
- support vector machine
- statistical inference
- meta learning
- support vector classification
- support vector
- mixture model
- information criterion
- generalization error
- kernel function
- selection criterion
- model selection criteria
- prediction model
- kernel learning
- automatic model selection
- marginal likelihood
- bayesian information criterion
- high dimensional
- decision trees
- image processing