The max-min hill-climbing Bayesian network structure learning algorithm.
Ioannis TsamardinosLaura E. BrownConstantin F. AliferisPublished in: Mach. Learn. (2006)
Keyphrases
- max min
- structure learning algorithm
- hill climbing
- bayesian networks
- structure learning
- conditional independence
- simulated annealing
- search space
- search algorithm
- probabilistic classifiers
- search strategy
- search procedure
- graphical models
- genetic algorithm ga
- continuous domains
- markov blanket
- tabu search
- random variables
- probability distribution
- bayesian network structure learning
- steepest ascent
- fitness function
- artificial neural networks
- influence diagrams
- multi task
- probabilistic inference
- metaheuristic
- naive bayes
- parameter estimation
- model selection
- reinforcement learning