Using domain-specific knowledge in generalization error bounds for support vector machine learning.
Enes EryarsoyGary J. KoehlerHaldun AytugPublished in: Decis. Support Syst. (2009)
Keyphrases
- domain specific knowledge
- generalization error bounds
- machine learning
- support vector
- domain independent
- domain knowledge
- kernel methods
- support vector machine
- human experts
- feature selection
- background knowledge
- generalization error
- domain theory
- machine learning algorithms
- learning machines
- inductive logic programming
- decision lists
- domain specific
- learning algorithm
- cross validation
- decision trees
- text mining
- learning problems
- learning tasks
- text classification
- data mining
- information extraction
- training data
- training examples
- inductive learning
- prior knowledge