Efficient SVM Regression Training with SMO.
Gary William FlakeSteve LawrencePublished in: Mach. Learn. (2002)
Keyphrases
- support vector
- sequential minimal optimization
- svm classifier
- standard svm
- support vector machine svm
- training algorithm
- svm training
- support vector regression
- training support vector machines
- support vector machine
- training process
- support vectors
- training set
- regression model
- training speed
- feature selection
- gaussian processes
- multi class
- data sets
- decision function
- quadratic programming
- regression problems
- multi class classification
- structural risk minimization
- fully labeled
- ridge regression
- radial basis function
- kernel function
- training samples
- training data
- machine learning