A Comparison of Different Initialization Strategies to Reduce the Training Time of Support Vector Machines.
Ariel García-GamboaNeil Hernández-GressMiguel González-MendozaRodolfo Ibarra-OrozcoJaime Mora-VargasPublished in: ICANN (2) (2005)
Keyphrases
- learning machines
- support vector
- large margin classifiers
- kernel function
- training examples
- support vector machine
- training algorithm
- training set
- significantly reduced
- training process
- logistic regression
- cross validation
- maximum margin
- learning algorithm
- search strategies
- test set
- clustering algorithm
- statistical analysis
- multi agent
- data sets
- training samples
- training phase
- multi class classification
- pairwise
- machine learning