Mutual information for feature selection with missing data.
Gauthier DoquireMichel VerleysenPublished in: ESANN (2011)
Keyphrases
- missing data
- mutual information
- feature selection
- conditional mutual information
- missing values
- information gain
- similarity measure
- structure from motion
- low rank
- matrix factorization
- incomplete data
- automatic relevance determination
- motion segmentation
- image registration
- data imputation
- text categorization
- feature set
- classification accuracy
- imprecise data
- multiple imputation
- feature subset
- dimensionality reduction
- text classification
- machine learning
- model selection
- support vector
- feature extraction
- computer vision