Estimating mutual information for feature selection in the presence of label noise.
Benoît FrénayGauthier DoquireMichel VerleysenPublished in: Comput. Stat. Data Anal. (2014)
Keyphrases
- mutual information
- feature selection
- label noise
- conditional mutual information
- information theoretic
- information gain
- active learning
- image registration
- similarity measure
- classification accuracy
- text categorization
- data mining
- noise tolerant
- support vector
- decision trees
- feature set
- support vector machine
- text classification
- knn
- feature extraction
- machine learning
- data sets