Adaptive Exact Learning of Decision Trees from Membership Queries.
Nader H. BshoutyCatherine A. Haddad-ZaknoonPublished in: CoRR (2019)
Keyphrases
- exact learning
- membership queries
- decision trees
- uniform distribution
- membership and equivalence queries
- boolean functions
- dnf formulas
- equivalence queries
- query complexity
- pac learning
- learning algorithm
- tree patterns
- efficient learning
- concept class
- target concept
- monotone dnf
- version space
- learning theory
- training data
- number of queries needed
- concept classes
- machine learning algorithms
- objective function