Soft decision trees: a new approach using non-linear fuzzification.
Keeley A. CrockettZuhair BandarAkeel Al-AttarPublished in: FUZZ-IEEE (2000)
Keyphrases
- decision trees
- fuzzy decision trees
- decision tree induction
- predictive accuracy
- random forests
- machine learning
- training set
- ensemble methods
- decision tree learning
- random forest
- rule induction
- decision rules
- hard constraints
- naive bayes
- training data
- fuzzy inference system
- decision tree classifiers
- data sets
- classification rules
- logistic regression
- base classifiers
- data mining methods
- rule sets
- classification trees
- feature construction
- constructive induction
- classification accuracy
- search algorithm
- real time
- highly non linear