Ensemble of decision trees with global constraints for ordinal classification.
Ricardo Gamelas SousaJaime S. CardosoPublished in: ISDA (2011)
Keyphrases
- global constraints
- ordinal classification
- decision trees
- ensemble methods
- binary classification
- base classifiers
- multi class classification
- monotonicity constraints
- multi class
- constraint programming
- training set
- training data
- constraint satisfaction problems
- naive bayes
- integer programming
- machine learning algorithms
- arc consistency
- cost sensitive
- learning algorithm
- prediction accuracy
- machine learning methods
- feature selection
- benchmark datasets
- machine learning
- training samples
- supervised learning
- genetic algorithm