Connection of the beam width and the learning success rate in the phase transition framework for relational learning.
Yanjuan LiMaozu GuoPublished in: FSKD (2012)
Keyphrases
- relational learning
- phase transition
- success rate
- inductive logic programming
- relational data
- information extraction
- learning problems
- learning process
- statistical relational learning
- randomly generated
- np complete
- satisfiability problem
- probabilistic model
- active learning
- relational databases
- random instances
- rule learner
- learning tasks
- query language
- machine learning
- constraint satisfaction
- cellular automata
- data sources
- random constraint satisfaction problems