The influence of oppositely classified examples on the generalization complexity of Boolean functions.
Leonardo FrancoMartin AnthonyPublished in: IEEE Trans. Neural Networks (2006)
Keyphrases
- boolean functions
- dnf formulae
- threshold functions
- uniform distribution
- polynomial size
- winnow algorithm
- prime implicants
- relevant variables
- membership queries
- bounded treewidth
- functional properties
- linear threshold
- multi valued
- bi decomposition
- worst case
- linear functions
- learning algorithm
- binary decision diagrams
- statistical queries
- computational complexity
- decision trees