Heterogeneous Feature Selection Based on Neighborhood Combination Entropy.
Pengfei ZhangTianrui LiZhong YuanChuan LuoKeyu LiuXiaoling YangPublished in: IEEE Trans. Neural Networks Learn. Syst. (2024)
Keyphrases
- feature selection
- mutual information
- text categorization
- information theoretic
- information gain
- data sets
- machine learning
- conditional mutual information
- information theory
- search engine
- fuzzy entropy
- irrelevant features
- multi class
- dimensionality reduction
- unsupervised feature selection
- redundant features
- model selection
- shannon entropy
- minimal spanning tree
- multi task
- feature subset
- database
- classification accuracy
- high dimensional
- clustering algorithm
- genetic algorithm
- real time