Maximum a posteriori pruning on decision trees and its application to bootstrap BUMPing.
Jinseog KimYongdai KimPublished in: Comput. Stat. Data Anal. (2006)
Keyphrases
- maximum a posteriori
- decision trees
- markov random field
- map estimation
- maximum likelihood
- image reconstruction
- reduced error pruning
- bayesian framework
- search space
- hyperparameters
- em algorithm
- image super resolution
- cross validation
- prior model
- decision tree induction
- posterior distribution
- training set
- prior distribution
- edge preserving
- expectation maximization
- high quality
- machine learning
- energy function
- generalized gaussian
- mrf model
- probability distribution
- probabilistic model
- higher order