Making a Shallow Network Deep: Conversion of a Boosting Classifier into a Decision Tree by Boolean Optimisation.
Tae-Kyun KimIgnas BudvytisRoberto CipollaPublished in: Int. J. Comput. Vis. (2012)
Keyphrases
- decision trees
- training data
- decision tree algorithm
- classification trees
- decision tree classifiers
- weak classifiers
- base classifiers
- feature selection
- decision tree learning
- ensemble methods
- learning algorithm
- boolean networks
- adaboost algorithm
- ensemble classifier
- ensemble learning
- classification models
- bayesian classifiers
- feature construction
- naive bayes
- peer to peer
- decision forest
- training set
- weak learners
- support vector
- bayesian networks
- multiclass classification
- boosting algorithms
- complex networks
- network structure
- combining classifiers
- genetic algorithm
- decision tree learning algorithm
- classifier combination
- support vector machine
- majority voting
- decision tree induction
- multi class
- bayesian classifier
- class labels