Sampling Assumptions in Inductive Generalization.
Daniel J. NavarroMatthew J. DryMichael D. LeePublished in: Cogn. Sci. (2012)
Keyphrases
- random sampling
- inductive learning
- sampling strategies
- sample size
- machine learning
- restrictive assumptions
- monte carlo
- sampling strategy
- knowledge representation
- inductive inference
- sampling algorithm
- simplifying assumptions
- sampling rate
- constructive induction
- sparse sampling
- rule learning
- knowledge acquisition
- expert systems
- feature selection