Fuzziness and Performance: An Empirical Study with Linguistic Decision Trees.
Zengchang QinJonathan LawryPublished in: IFSA (1) (2007)
Keyphrases
- decision trees
- decision tree induction
- fuzzy logic
- cloud model
- predictive accuracy
- training data
- naive bayes
- rule induction
- machine learning algorithms
- natural language processing
- natural language
- machine learning
- decision tree algorithm
- decision tree learning
- random forest
- training set
- feature selection
- syntactic analysis
- linguistic information
- data sets
- attribute selection
- classification trees
- fuzzy random variables
- random forests
- fuzzy numbers
- ensemble methods
- data mining methods
- rule sets
- membership functions
- decision rules
- decision making
- information retrieval