An Evolutionary Multitasking-Based Feature Selection Method for High-Dimensional Classification.
Ke ChenBing XueMengjie ZhangFengyu ZhouPublished in: IEEE Trans. Cybern. (2022)
Keyphrases
- high dimensional
- classification accuracy
- pattern classification
- pattern recognition
- feature space
- image classification
- automatic classification
- high dimensionality
- feature selection
- decision trees
- text classification
- support vector
- classification systems
- machine learning
- classification method
- classification algorithm
- classification scheme
- similarity search
- training samples
- low dimensional
- decision rules
- supervised learning
- nearest neighbor
- dimension reduction
- metric space
- functional magnetic resonance imaging
- neural network
- classification process
- sparse data
- benchmark datasets
- model selection
- active learning
- training set
- feature extraction