Model selection of RBF kernel for C-SVM based on genetic algorithm and multithreading.
Guoyou ShiShuang LiuPublished in: ICMLC (2012)
Keyphrases
- model selection
- rbf kernel
- cross validation
- multithreading
- genetic algorithm
- support vector
- radial basis function
- support vector machine
- parallel computing
- feature selection
- hyperparameters
- computational power
- regression model
- highly efficient
- kernel function
- parameter estimation
- sample size
- variable selection
- gaussian process
- support vector machine svm
- mixture model
- feature space
- statistical inference
- svm classifier
- neural network
- reproducing kernel hilbert space
- ls svm
- machine learning
- artificial neural networks
- shared memory
- distributed memory
- bayesian networks
- learning algorithm
- k means