On Approximately Identifying Concept Classes in the Limit.
Satoshi KobayashiTakashi YokomoriPublished in: ALT (1995)
Keyphrases
- concept classes
- learning theory
- concept class
- decision lists
- half spaces
- vc dimension
- upper bound
- efficient learning
- sample complexity
- pac learning
- target concept
- learning models
- membership queries
- learning algorithm
- uniform distribution
- cross validation
- sample size
- theoretical analysis
- supervised learning
- computational complexity