Relevance assignation feature selection method based on mutual information for machine learning.
Liyang GaoWeiguo WuPublished in: Knowl. Based Syst. (2020)
Keyphrases
- mutual information
- feature selection
- machine learning
- similarity measure
- machine learning methods
- support vector machine
- preprocessing
- pairwise
- information gain
- image processing
- feature weighting
- classification accuracy
- k means
- detection method
- information theoretic
- objective function
- statistical methods
- conditional mutual information
- data mining
- classification method
- test collection
- unsupervised learning
- model selection
- feature set
- multi class
- decision trees
- information retrieval