K-nearest neighbours based on mutual information for incomplete data classification.
Pedro J. García-LaencinaJosé-Luis Sancho-GómezAníbal R. Figueiras-VidalMichel VerleysenPublished in: ESANN (2008)
Keyphrases
- k nearest neighbour
- incomplete data
- mutual information
- information gain
- knn
- feature selection
- missing values
- k nearest neighbor
- missing data
- incomplete data sets
- nearest neighbour
- learning bayesian networks
- irrelevant attributes
- classification accuracy
- support vector machine
- similarity measure
- em algorithm
- bayes classifier
- support vector machine svm
- pattern recognition
- support vector
- missing attribute values
- bayesian networks
- image registration
- supervised learning
- decision trees
- text categorization
- neural network
- multiple imputation
- nearest neighbor