Automatic Hyper-parameters Tuning for Local Support Vector Machines.
Thanh-Nghi DoMinh-Thu Tran-NguyenPublished in: FDSE (2018)
Keyphrases
- hyperparameters
- support vector
- cross validation
- learning machines
- model selection
- gaussian process
- variational bayes
- bayesian framework
- random sampling
- posterior distribution
- closed form
- bayesian inference
- maximum likelihood
- prior information
- parameter settings
- support vector machine
- em algorithm
- bayesian methods
- ls svm
- maximum a posteriori
- incremental learning
- incomplete data
- noise level
- sample size
- feature selection
- missing values