An Empirical Study of Fuzzy Decision Tree for Gradient Boosting Ensemble.
Zhaoqing LiuAnjin LiuGuangquan ZhangJie LuPublished in: AI (2022)
Keyphrases
- gradient boosting
- fuzzy decision trees
- base learners
- decision trees
- ensemble methods
- random forests
- loss function
- base classifiers
- fuzzy rules
- fuzzy sets
- ensemble learning
- training data
- random forest
- classification algorithm
- meta learning
- neural network
- learning scheme
- training set
- classification rules
- imitation learning
- learning algorithm
- prediction accuracy
- learning tasks
- artificial intelligence
- neuro fuzzy
- machine learning
- association rules
- benchmark datasets
- generalization ability
- training process
- model selection
- evolutionary algorithm
- genetic algorithm
- relational domains
- nearest neighbor
- fuzzy logic