Local Adaptivity of Gradient Boosting in Histogram Transform Ensemble Learning.
Hanyuan HangPublished in: CoRR (2021)
Keyphrases
- ensemble learning
- gradient boosting
- base learners
- ensemble methods
- generalization ability
- loss function
- random forest
- concept drift
- learning machines
- base classifiers
- feature selection
- data sets
- decision trees
- information extraction
- learning algorithm
- random forests
- neural network
- high dimensional
- pairwise
- data fusion
- prediction accuracy
- multi class
- support vector machine