K nearest neighbours with mutual information for simultaneous classification and missing data imputation.
Pedro J. García-LaencinaJosé-Luis Sancho-GómezAníbal R. Figueiras-VidalMichel VerleysenPublished in: Neurocomputing (2009)
Keyphrases
- k nearest neighbour
- mutual information
- information gain
- missing data imputation
- knn
- feature selection
- nearest neighbour
- imputation methods
- image registration
- pattern recognition
- machine learning
- text categorization
- supervised learning
- training set
- support vector
- support vector machine svm
- k nearest neighbor
- data sets
- support vector machine
- feature vectors
- feature space
- classification accuracy
- feature extraction
- model selection
- unsupervised learning
- data analysis
- distance function
- missing values
- multi layer perceptron
- image processing
- computer vision