Several novel evaluation measures for rank-based ensemble pruning with applications to time series prediction.
Zhongchen MaQun DaiNingzhong LiuPublished in: Expert Syst. Appl. (2015)
Keyphrases
- evaluation measures
- ensemble pruning
- pruning method
- pruning algorithms
- precision and recall
- text categorization
- multi label learning
- pruning algorithm
- learning to rank
- pac learning
- retrieval systems
- data partitioning
- ranked list
- benchmark datasets
- ensemble methods
- base classifiers
- uniform distribution
- machine learning
- ensemble members
- multi label
- multimedia