Observation points classifier ensemble for high-dimensional imbalanced classification.
Yulin HeXu LiPhilippe Fournier-VigerJoshua Zhexue HuangMianjie LiSalman SalloumPublished in: CAAI Trans. Intell. Technol. (2023)
Keyphrases
- classifier ensemble
- high dimensional
- concept drifting data streams
- classification algorithm
- classification accuracy
- image classification
- high dimensionality
- feature space
- feature selection
- data points
- named entity recognition
- machine learning
- feature extraction
- decision trees
- ensemble classifier
- support vector machine
- ensemble methods
- unsupervised learning
- noisy data
- dimensionality reduction
- supervised learning
- information extraction
- support vector
- objective function
- benchmark datasets
- prediction accuracy
- kernel function
- input space
- active learning
- information retrieval