Reducing Decision Tree Ensemble Size Using Parallel Decision DAGs.
Adam H. PetersonTony R. MartinezPublished in: Int. J. Artif. Intell. Tools (2009)
Keyphrases
- decision trees
- random forest
- ensemble methods
- decision making
- random forests
- decision rules
- directed acyclic graph
- predictive accuracy
- machine learning
- decision tree classifiers
- base classifiers
- neural network
- decision makers
- machine learning algorithms
- parallel processing
- decision tree induction
- massively parallel
- training data
- decision process
- ensemble learning
- decision tree learning
- training set
- memory requirements
- logistic regression
- random variables
- computational complexity
- probabilistic model
- computer architecture
- graphical models
- attribute selection