Feature selection with missing data using mutual information estimators.
Gauthier DoquireMichel VerleysenPublished in: Neurocomputing (2012)
Keyphrases
- missing data
- mutual information
- feature selection
- conditional mutual information
- missing values
- information gain
- low rank
- image registration
- incomplete data
- motion segmentation
- structure from motion
- matrix factorization
- similarity measure
- imprecise data
- machine learning
- classification accuracy
- multiple imputation
- model selection
- data imputation
- high dimensionality
- k nearest neighbor
- text classification
- support vector machine
- feature space
- knn
- training data
- image processing
- neural network
- databases