Credal Decision Trees to Classify Noisy Data Sets.
Carlos Javier MantasJoaquín AbellánPublished in: HAIS (2014)
Keyphrases
- decision trees
- data sets
- training data
- training set
- real world data sets
- decision tree induction
- model averaging
- machine learning algorithms
- machine learning
- induction algorithms
- random forest
- decision tree learning
- learning algorithm
- classification trees
- decision rules
- predictive accuracy
- benchmark data sets
- data mining
- decision tree algorithm
- automatic classification
- rule sets
- synthetic data
- attribute selection
- support vector
- database
- noisy environments
- rule induction
- high dimensional data
- naive bayes