Boosting Deep Ensemble Performance with Hierarchical Pruning.
Yanzhao WuLing LiuPublished in: ICDM (2021)
Keyphrases
- ensemble learning
- ensemble methods
- base classifiers
- pruning algorithm
- weak learners
- ensemble pruning
- ensemble classification
- hierarchical text categorization
- ensemble classifier
- weak classifiers
- learning algorithm
- search space
- random forests
- text categorization
- pruning method
- feature selection
- randomized trees
- random forest
- neural network
- classifier ensemble
- decision trees
- deep learning
- decision tree ensembles
- majority voting
- base learners
- unsupervised feature learning
- pruning algorithms
- hierarchical model
- machine learning methods
- multiple layers
- negative correlation learning
- ensemble members
- weighted voting
- adaboost algorithm
- regression problems
- generalization ability
- multi label
- unsupervised learning
- training data
- machine learning