On Pruning with the MDL Score.
Eunice Yuh-Jie ChenArthur ChoiAdnan DarwichePublished in: Probabilistic Graphical Models (2016)
Keyphrases
- scoring function
- model selection
- minimum description length
- pruning method
- search space
- data sets
- mdl principle
- pruning algorithm
- score function
- tree pruning
- pruning methods
- cross validation
- scoring functions
- penalized likelihood
- score distributions
- scoring methods
- pruning strategy
- lower bound
- similarity measure
- clustering algorithm
- information systems
- learning algorithm