Parallel Tuning of Support Vector Machine Learning Parameters for Large and Unbalanced Data Sets.
Tatjana EitrichBruno LangPublished in: CompLife (2005)
Keyphrases
- machine learning
- support vector
- support vector machine
- parameter settings
- feature selection
- learning machines
- hyperparameters
- cross validation
- machine learning algorithms
- kernel methods
- kernel function
- model selection
- learning tasks
- decision trees
- logistic regression
- training examples
- hyperplane
- generalization ability
- learning algorithm