Monotone Classification with Decision Trees.
Christophe MarsalaDavide PetturitiPublished in: EUSFLAT Conf. (2013)
Keyphrases
- decision trees
- predictive accuracy
- decision rules
- pattern recognition
- machine learning
- machine learning algorithms
- automatic classification
- classification accuracy
- pattern classification
- naive bayes
- random forest
- feature construction
- upper bound
- class labels
- rule sets
- text classification
- rule induction
- classification rules
- concept drifting data streams
- classification scheme
- attribute selection
- decision tree learning
- data sets
- training set
- feature selection
- training data
- active learning
- logistic regression
- supervised learning
- classification models
- feature vectors
- classification systems
- classification process
- machine learning methods
- classification trees
- decision tree induction
- lower bound
- support vector
- decision tree algorithm
- decision tree algorithms
- classification method