On Incremental Learning for Gradient Boosting Decision Trees.
Chongsheng ZhangYuan ZhangXianjin ShiGeorge AlmpanidisGaojuan FanXiajiong ShenPublished in: Neural Process. Lett. (2019)
Keyphrases
- incremental learning
- gradient boosting
- decision trees
- base learners
- loss function
- incremental learning algorithm
- ensemble methods
- naive bayes
- learning process
- random forests
- supervised learning
- random forest
- rule sets
- training set
- machine learning
- training data
- semi supervised
- machine learning algorithms
- classification models
- meta learning
- neural network
- imitation learning
- multiple features
- ensemble learning
- base classifiers
- pairwise