Evolving Gradient Boost: A Pruning Scheme Based on Loss Improvement Ratio for Learning Under Concept Drift.
Kun WangJie LuAnjin LiuGuangquan ZhangLi XiongPublished in: IEEE Trans. Cybern. (2023)
Keyphrases
- concept drift
- drifting concepts
- batch learning
- learning algorithm
- learning process
- neural network
- incremental learning
- database
- machine learning
- data streams
- data analysis
- active learning
- supervised learning
- concept descriptions
- target concept
- positive examples
- knn
- learning tasks
- semi supervised
- reinforcement learning
- data mining
- data sets