Connection of the beam width and the learning success rate in the phase transition framework for relational learning.

Yanjuan Li Maozu Guo

Published 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