Possibilistic Very Fast Decision Tree for Uncertain Data Streams.
Mohamed HamrounMohamed Salah GouiderPublished in: KES-IDT (2015)
Keyphrases
- uncertain data streams
- decision trees
- uncertain data
- space efficient
- data streams
- predictive accuracy
- decision tree algorithm
- machine learning
- logistic regression
- decision tree induction
- machine learning algorithms
- possibilistic logic
- information gain
- possibility theory
- random forest
- naive bayes
- fuzzy numbers
- expected utility
- training set
- classification rules
- attribute selection
- decision tree learning
- classification models
- logic programming
- fuzzy sets
- feature construction
- intuitionistic logic
- training data