Feature Selection Based on Intrusive Outliers Rather Than All Instances.
Lixin YuanCheng MeiWenhai WangTong LuPublished in: IEEE Trans. Image Process. (2024)
Keyphrases
- feature selection
- instance selection
- text categorization
- machine learning
- mutual information
- discriminative features
- outlier detection
- support vector
- feature selection algorithms
- classification accuracy
- feature extraction
- missing data
- nearest neighbor
- feature weighting
- lower and upper bounds
- randomly generated
- robust statistics
- irrelevant features
- training instances
- data mining
- decision trees
- data streams
- feature set
- noisy data
- microarray data
- detection algorithm
- genetic algorithm
- model selection
- learning algorithm