Feature selection with MCP $$^2$$ 2 regularization.
Yong ShiJianyu MiaoLingfeng NiuPublished in: Neural Comput. Appl. (2019)
Keyphrases
- feature selection
- mutual information
- text categorization
- machine learning
- text classification
- feature set
- classification accuracy
- method for feature selection
- information gain
- multi class
- regularization parameter
- high dimensionality
- support vector
- unsupervised feature selection
- feature extraction
- feature selection algorithms
- classification models
- feature subset
- image processing
- selected features
- irrelevant features
- support vector machine
- feature space
- feature weighting
- discriminative features
- neural network
- multi task
- microarray data
- unsupervised learning
- model selection
- decision trees
- similarity measure
- dimensionality reduction
- knn