Feature selection based on robust fuzzy rough sets using kernel-based similarity and relative classification uncertainty measures.
Pei LiangDingfei LeiKwai-Sang ChinJunhua HuPublished in: Knowl. Based Syst. (2022)
Keyphrases
- feature selection
- support vector
- support vector machine
- classification accuracy
- fuzzy rough sets
- machine learning
- text classification
- high dimensionality
- feature space
- feature extraction
- model selection
- feature set
- pattern recognition
- classification algorithm
- similarity measure
- rough sets
- decision trees
- artificial neural networks
- nearest neighbor
- artificial intelligence
- class labels
- classification rules