Creating diversity in ensembles using synthetic neighborhoods of training samples.
Zhi ChenTao LinRui ChenYingtao XieHongyan XuPublished in: Appl. Intell. (2017)
Keyphrases
- training samples
- base classifiers
- training set
- diversity measures
- classifier ensemble
- feature space
- test sample
- hyperplane
- decision boundary
- learning algorithm
- number of training samples
- supervised learning
- high dimensional
- training data
- nearest neighbor classifier
- real world
- decision function
- computer vision
- ensemble learning
- discriminative information
- sample set
- decision trees
- test data
- ensemble methods
- pairwise